@article {Zennou20222181,
	title = {Checking causal consistency of distributed databases},
	journal = {Computing},
	volume = {104},
	number = {10},
	year = {2022},
	note = {cited By 0},
	pages = {2181-2201},
	abstract = {The CAP Theorem shows that (strong) consistency, availability, and partition tolerance are impossible to be ensured together. Causal consistency is one of the weak consistency models that can be implemented to ensure availability and partition tolerance in distributed systems. In this work, we propose a tool to check automatically the conformance of distributed/concurrent systems executions to causal consistency models. Our approach consists in reducing the problem of checking if an execution is causally consistent to solving datalog queries. The reduction is based on complete characterizations of the executions violating causal consistency in terms of the existence of cycles in suitably defined relations between the operations occurring in these executions. We have implemented the reduction in a testing tool for distributed databases, and carried out several experiments on real case studies, showing the efficiency of the suggested approach. {\textcopyright} 2021, The Author(s), under exclusive licence to Springer-Verlag GmbH, AT part of Springer Nature.},
	keywords = {Consistency model, Distributed database, Distributed database systems, Distributed systems, Efficiency of the suggested approaches, Intelligent databases, Partition tolerances, Real case, Testing tools, Weak consistency},
	doi = {10.1007/s00607-021-00911-3},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100842253\&doi=10.1007\%2fs00607-021-00911-3\&partnerID=40\&md5=c07a495f908981f833ea643e53d1466c},
	author = {Zennou, R. and Biswas, R. and Bouajjani, A. and Enea, C. and Erradi, M.}
}
@article {Zarnoufi2022223,
	title = {Classical Machine Learning vs Deep Learning for Detecting Cyber-Violence in Social Media},
	journal = {Communications in Computer and Information Science},
	volume = {1577 CCIS},
	year = {2022},
	note = {cited By 0},
	pages = {223-235},
	abstract = {Cyber-violence is a largely addressed problem in e-health researches, its focus is the detection of harmful behavior from the online user-generated text in order to prevent and protect victims. In this work, we tackle the problem of Social Media (SM) text analysis to detect the harmful content that is the common characteristic of cyber-violence acts. For that, we use classical Machine Learning (ML) based on user psychological features that we compare with Deep Learning (DL) techniques in a small dataset setting. The results were in favor of classical ML. The findings highlight that psychological characteristics extracted from user-generated text are strong predictors of his harmful behavior. {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.},
	keywords = {Behavioral research, Classical machine learning, Cybe-violence, Deep learning, E health, Ehealth, Feature engineerings, Harmful behavior, Machine-learning, social media, Social networking (online), User-generated},
	doi = {10.1007/978-3-031-04447-2_15},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128968964\&doi=10.1007\%2f978-3-031-04447-2_15\&partnerID=40\&md5=70577a9ac5b248762e97757da4349369},
	author = {Zarnoufi, R. and Abik, M.}
}
@article {Iraqi2022,
	title = {Communizer: A collaborative cloud-based self-protecting software communities framework - Focus on the alert coordination system},
	journal = {Computers and Security},
	volume = {117},
	year = {2022},
	note = {cited By 0},
	abstract = {Popular software has always been appealing to adversaries, as related vulnerabilities are synonymous with millions of exposed businesses. Collaborative intrusion detection, as well as software self-protection, try to alleviate this situation. However, they lack either autonomy and adaptation, or Internet-scale oversight and mitigation. In this work, we present Communizer: a collaborative cloud-based framework that creates communities of self-protecting software across organizations. It allows community members to turn their common weaknesses into collaborative and proactive self-protection, empowering them to detect intrusions, exchange alerts, and anticipate attacks. We start by integrating multiple autonomic MAPE-K loops through cloud-based coordination, and a novel hierarchical, regional coordination pattern (HRCP), optimizing scalability, resiliency, accuracy and privacy. Then, we design a trust-based multi-level alert coordination system (TMACS), as well as a lightweight alert coordination message exchange format (ACMEF). At its core, TMACS aggregates, validates, and shares security alerts among community members while fostering agreement and managing trust. It also addresses insider attacks by detecting and blacklisting rogue members. Moreover, TMACS identifies and neutralizes selfish members through a specifically designed probabilistic model. The analysis, optimization, and evaluation of TMACS show a good trade-off between the precision and recall of untrustworthy and selfish members detection. More importantly, we demonstrate a drastic reduction of monitoring loads on community members while ensuring a high collaborative attack detection and anticipation rate, even for small-scope attacks. {\textcopyright} 2022 Elsevier Ltd},
	keywords = {Autonomic Computing, collaboration, Coordination systems, Economic and social effects, Intrusion detection, Mape, MAPE-K, Self protecting, Self-protecting software, Selfishness, Software community, Trust, Trusted computing},
	doi = {10.1016/j.cose.2022.102692},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127747467\&doi=10.1016\%2fj.cose.2022.102692\&partnerID=40\&md5=246bfc07692396ec6709a73d31126fb6},
	author = {Iraqi, O. and Bakkali, H.E.}
}
@article {Alimoussa2022,
	title = {Compact Hybrid Multi-Color Space Descriptor Using Clustering-Based Feature Selection for Texture Classification},
	journal = {Journal of Imaging},
	volume = {8},
	number = {8},
	year = {2022},
	note = {cited By 0},
	abstract = {Color texture classification aims to recognize patterns by the analysis of their colors and their textures. This process requires using descriptors to represent and discriminate the different texture classes. In most traditional approaches, these descriptors are used with a predefined setting of their parameters and computed from images coded in a chosen color space. The prior choice of a color space, a descriptor and its setting suited to a given application is a crucial but difficult problem that strongly impacts the classification results. To overcome this problem, this paper proposes a color texture representation that simultaneously takes into account the properties of several settings from different descriptors computed from images coded in multiple color spaces. Since the number of color texture features generated from this representation is high, a dimensionality reduction scheme by clustering-based sequential feature selection is applied to provide a compact hybrid multi-color space (CHMCS) descriptor. The experimental results carried out on five benchmark color texture databases with five color spaces and manifold settings of two texture descriptors show that combining different configurations always improves the accuracy compared to a predetermined configuration. On average, the CHMCS representation achieves 94.16\% accuracy and outperforms deep learning networks and handcrafted color texture descriptors by over 5\%, especially when the dataset is small. {\textcopyright} 2022 by the authors.},
	doi = {10.3390/jimaging8080217},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85136887352\&doi=10.3390\%2fjimaging8080217\&partnerID=40\&md5=22239b1c87f0cb6fec0b966689303d2b},
	author = {Alimoussa, M. and Porebski, A. and Vandenbroucke, N. and El Fkihi, S. and Oulad Haj Thami, R.}
}
@article {Porebski2022115,
	title = {Comparison of color imaging vs. hyperspectral imaging for texture classification},
	journal = {Pattern Recognition Letters},
	volume = {161},
	year = {2022},
	note = {cited By 0},
	pages = {115-121},
	abstract = {Many approaches of texture analysis by color or hyperspectral imaging are based on the assumption that the image of a texture can be viewed as a multi-component image, where spatial interactions within and between components are jointly considered (opponent component approach) or not (marginal approach). When color images are coded in multiple color spaces, texture descriptors are based on Multi Color Channel (MCC) representations. By extension, a Multi Spectral Band (MSB) representation can be used to characterize the texture of material surfaces in hyperspectral images. MSB and MCC representations are compared in this paper for texture classification issues. The contribution of each representation is investigated with marginal and/or opponent component strategies. For this purpose, several relevant texture descriptors are considered. Since MSB and MCC representations generate high-dimensional feature spaces, a dimensionality reduction is applied to avoid the curse of dimensionality. Experimental results carried out on three hyperspectral texture databases (HyTexiLa, SpecTex and an original dataset extracted from the Timbers database) show that considering between component interactions in addition to the within ones significantly improves the classification accuracies. The proposed approaches allow also to outperform state of the art hand-designed descriptors and color texture descriptors based on deep learning networks. This study highlights the contribution of hyperspectral imaging compared to color imaging for texture classification purposes but also the advantages of color imaging depending on the considered texture representation. {\textcopyright} 2022},
	keywords = {Channel representation, Classification (of information), Color, Color channels, Color imaging, Deep learning, Features selection, Hyperspectral imaging, Image texture, Multi-colors, Multi-spectral, Spectral band, Spectroscopy, Texture classification, Texture descriptors, Texture representation, Textures},
	doi = {10.1016/j.patrec.2022.08.001},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135883794\&doi=10.1016\%2fj.patrec.2022.08.001\&partnerID=40\&md5=e0ae6847684c79691a71e29e7b2c273b},
	author = {Porebski, A. and Alimoussa, M. and Vandenbroucke, N.}
}
@conference {Boumehdi2022,
	title = {Comparison of New Approaches of Semi-syllable Units for Speech Recognition of Any Arabic Word},
	booktitle = {Journal of Physics: Conference Series},
	volume = {2337},
	number = {1},
	year = {2022},
	note = {cited By 0},
	abstract = {This study uses the same semi-syllable units already defined in our previous work; a semi-syllable is a simple Arabic letter followed by its diacritic information. This work experiment with three configurations. In the first configuration, we redefine the .,3? (Soukoun is an Arabic diacritical sign representing the absence of a vowel) as a new independent phonemes that is different from the consonant itself. In the second configuration, we also redefine the geminated consonant with a new independent phoneme. In the last configuration, we combined the first two experiments. The results proved that the three configurations gave better results compared to regular semi-syllables, and the highest recognition rate was achieved on the third configuration. {\textcopyright} Published under licence by IOP Publishing Ltd.},
	keywords = {Linguistics, New approaches, Simple++, Speech recognition},
	doi = {10.1088/1742-6596/2337/1/012002},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85139524298\&doi=10.1088\%2f1742-6596\%2f2337\%2f1\%2f012002\&partnerID=40\&md5=d95255b2baa9be938dbc80cdf4c31068},
	author = {Boumehdi, A. and Yousfi, A.}
}
@conference {Ennasar2022,
	title = {Concentration Measurements of Ethanol in Water Based on RFID-UHF Flexible Sensor for Sterilization Against SARS-CoV},
	booktitle = {Mediterranean Microwave Symposium},
	volume = {2022-May},
	year = {2022},
	note = {cited By 0},
	abstract = {In this work, we present a UHF-RFID-based noninvasive sensor to measure the concentration of ethanol in water using the volume fraction of liquids in mixture solutions. The sensing system operates at the UHF band (860-928 MHz). The concentration of ethanol in water affects the dielectric properties of the solution and therefore the antenna sensitivity of the RFID tag. This sensor operates by measuring the change in permittivity of a solution because of the change in concentration of ethanol in water. We propose a flexible RFID-Tag sensor a low-cost alternative to identify the possible sensitivity of tag changes and is able to detect a variation of 25\% in ethanol in 9 ml of deionized water (DI-Water). The solution is useful in avoiding counterfeit ethanol solutions that may be toxic. The experimental setup is inexpensive, portable, quick, and contactless. We present results for ethanol solutions ranging from 25\% to 100\% in a small tube container. {\textcopyright} 2022 IEEE.},
	keywords = {Concentration Measurement, Deionized water, Detection concertation, Ethanol, Ethanol solutions, Flexible sensor, Measurements of, Mobile antennas, Permittivity, Radio frequency identification (RFID), RFID-tag, RFID-UHF, SARS, SARS-covid, Sensitivity analysis, Volume fraction, Volume fraction ratio, Water based},
	doi = {10.1109/MMS55062.2022.9825563},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135142263\&doi=10.1109\%2fMMS55062.2022.9825563\&partnerID=40\&md5=684556f603e3476c323fad8de626b806},
	author = {Ennasar, M.A. and Essaaidi, M. and El Mrabet, O. and El Khamlichi, M.}
}
@article {Tamir202273,
	title = {Conception of an Automatic Decision Support Platform Based on Cross-Sorting Methods and the Fuzzy Logic for General Use},
	journal = {Lecture Notes in Networks and Systems},
	volume = {489 LNNS},
	year = {2022},
	note = {cited By 0},
	pages = {73-81},
	abstract = {Problems related to the classification of a set of data (methods, tools{\textellipsis}), by using the opinions of a committee members, challenge the need for an effective treatment based on the theoretical methods developed through the literature. Indeed, this study was conducted to answer the need identified during the realization of a prioritization study of a graphic modeling methods set in order to develop it into a computing platform. This platform is based on Multi-Criteria Decision Analysis and is destined for practical and general use. The developed platform uses fuzzy pairwise comparisons and cross-sorting methods. It consists of the calculation of two main results: the overall weight of each data to be classified and the consistency index. Regarding the use of fuzzy logic for calculating weights, we opt for the triangular function in the extension of the principle of least-squares logarithmic regression for taking into account the inaccuracy. Finally, the calculation of the normalized weight values can generate an irrational ordering of fuzzy number elements. In our previous work, we have tried to find the conditions on pairwise comparisons values to get rational outcomes, but the calculation was very heavy with the Matlab software. In addition, the modifications to make on the comparisons are multiple, not automatic and depend on the user{\textquoteright}s appreciation. The present work gives a classification solution of results in order to keep only input data (comparisons) that respect the rational order of the weights values. Then, an optimization algorithm is programmed to maximize the consistency indexes of this part of results, by allowing a limited margin of modification without greatly altering the initial data. {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.},
	doi = {10.1007/978-3-031-07969-6_6},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135093234\&doi=10.1007\%2f978-3-031-07969-6_6\&partnerID=40\&md5=c4b7ba813043a527b2117d440b4bfe8e},
	author = {Tamir, M. and Chiheb, R. and Ouzayd, F. and Retmi, K.}
}
@article {Laghridat2022,
	title = {Coordinated control by ADRC strategy for a wind farm based on SCIG considering low voltage ride-through capability},
	journal = {Protection and Control of Modern Power Systems},
	volume = {7},
	number = {1},
	year = {2022},
	note = {cited By 3},
	abstract = {Wind farms are integrated with the power grid system to provide active and reactive power. Because in a wind farm, wind turbines (WTs) are highly coupled to their operating conditions, a central wind farm supervisory unit must take into account these conditions when producing power control references for each WT. The aim of this paper is to manage and control the active and reactive power of wind farms based on squirrel cage induction generators and back-to-back converters. The proportional distribution algorithm is used for distributing wind farm power to individual WTs. In addition, we consider the development of a local power management and control units for WTs. This is in order to extract the maximum available power from the wind, and to provide the active and reactive power predetermined by the transmission system operator, or to satisfy the grid code requirements considering Low Voltage Ride-through capability. The power dispatch strategy is to be used on all WTs using the distribution algorithm while ensuring the control loops using the proposed Active Disturbance Rejection Control strategy. The results demonstrate that the proposed strategies are efficient and can guarantee the safe integration of wind farms into the grid while respecting grid code requirements and power system stability. {\textcopyright} 2022, The Author(s).},
	keywords = {Active and Reactive Power, Asynchronous generators, Co-ordinated control, Distribution algorithms, Disturbance rejection, Electric fault currents, Electric load dispatching, Electric power system control, Electric power system interconnection, Electric power transmission, Electric power transmission networks, Electric utilities, Grid code requirements, Lower Voltage Ride Through, Power control, Reactive power, Ridethrough capability, SCIG, Supervision, System stability, Wind farm, Wind generator systems, Wind power, Wind turbines},
	doi = {10.1186/s41601-022-00227-0},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126063800\&doi=10.1186\%2fs41601-022-00227-0\&partnerID=40\&md5=4112037a59e61ad82c8095ef0c01a559},
	author = {Laghridat, H. and Essadki, A. and Nasser, T.}
}
@article {Talei2022,
	title = {Correction: Talei et al. Smart Building Energy Inefficiencies Detection through Time Series Analysis and Unsupervised Machine Learning. Energies 2021, 14, 6042},
	journal = {Energies},
	volume = {15},
	number = {9},
	year = {2022},
	note = {cited By 0},
	doi = {10.3390/en15093191},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85129777741\&doi=10.3390\%2fen15093191\&partnerID=40\&md5=38e34eaba94b4e84edf5500b90f68af8},
	author = {Talei, H. and Benhaddou, D. and Gamarra, C. and Benbrahim, H. and Essaaidi, M.}
}
@article {Adil2022,
	title = {COVID-19-Related Scientific Literature Exploration: Short Survey and Comparative Study},
	journal = {Biology},
	volume = {11},
	number = {8},
	year = {2022},
	note = {cited By 1},
	abstract = {The urgency of the COVID-19 pandemic caused a surge in the related scientific literature. This surge made the manual exploration of scientific articles time-consuming and inefficient. Therefore, a range of exploratory search applications have been created to facilitate access to the available literature. In this survey, we give a short description of certain efforts in this direction and explore the different approaches that they used. {\textcopyright} 2022 by the authors.},
	doi = {10.3390/biology11081221},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85137364249\&doi=10.3390\%2fbiology11081221\&partnerID=40\&md5=1602d312118c2b7347846773ddd73594},
	author = {Adil, B. and Lhazmir, S. and Ghogho, M. and Benbrahim, H.}
}
@conference {Mohammed2022,
	title = {Current Research Trends in Fake News Areas: A Systematic Mapping Study},
	booktitle = {2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022},
	year = {2022},
	note = {cited By 0},
	abstract = {Nowadays, online news plays an important role in people{\textquoteright}s decisions and behaviors. Some of this news shared on the web may contain deceptive in-formation to mislead those peoples which may cause uncertainty and confusion such in election choices and purchasing decision. Thereafter, fake news is becoming a trending area of research. However, fake news can be differentiated into several subcategories, such as fake reviews, Propaganda, Ru-mor, spams etc. In this paper, fake news studies are analyzed and classified based on their focus areas, this helps to understand that which fake news areas have higher concentrations of research efforts and which area requires the research attention. The systematic study is conducted by planning the mapping protocol defining the search process that planned to be executed using set of inclusion and exclusion criteria on two bibliographic databases (Scopus and IEEE explore) which aims to include relevant papers related to our work in order to identify what the research trends in fake news are. {\textcopyright} 2022 IEEE.},
	keywords = {{\textquoteright}current, Deceptive information, Disinformation, Fake news, Information services, Mapping, Misinformation, Online news, Purchasing decisions, Research trends, Systematic mapping studies, Uncertainty},
	doi = {10.1109/IRASET52964.2022.9737869},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85141118886\&doi=10.1109\%2fIRASET52964.2022.9737869\&partnerID=40\&md5=2ab3889a7ccff7952519e091ca8cf217},
	author = {Mohammed, E. and Zellou, A.}
}
@article {Rguibi2022,
	title = {CXAI: Explaining Convolutional Neural Networks for Medical Imaging Diagnostic},
	journal = {Electronics (Switzerland)},
	volume = {11},
	number = {11},
	year = {2022},
	note = {cited By 0},
	abstract = {Deep learning models have been increasingly applied to medical images for tasks such as lesion detection, segmentation, and diagnosis. However, the field suffers from the lack of concrete definitions for usable explanations in different settings. To identify specific aspects of explainability that may catalyse building trust in deep learning models, we will use some techniques to demonstrate many aspects of explaining convolutional neural networks in a medical imaging context. One important factor influencing clinician{\textquoteright}s trust is how well a model can justify its predictions or outcomes. Clinicians need understandable explanations about why a machine-learned prediction was made so they can assess whether it is accurate and clinically useful. The provision of appropriate explanations has been generally understood to be critical for establishing trust in deep learning models. However, there lacks a clear understanding on what constitutes an explanation that is both understandable and useful across different domains such as medical image analysis, which hampers efforts towards developing explanatory tool sets specifically tailored towards these tasks. In this paper, we investigated two major directions for explaining convolutional neural networks: feature-based post hoc explanatory methods that try to explain already trained and fixed target models and preliminary analysis and choice of the model architecture with an accuracy of 98\% {\textpm} 0.156\% from 36 CNN architectures with different configurations. {\textcopyright} 2022 by the authors. Licensee MDPI, Basel, Switzerland.},
	doi = {10.3390/electronics11111775},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85131637625\&doi=10.3390\%2felectronics11111775\&partnerID=40\&md5=27f0c0e64e6e5a8788f4515f49d6ad01},
	author = {Rguibi, Z. and Hajami, A. and Zitouni, D. and Elqaraoui, A. and Bedraoui, A.}
}
@conference {Annoukoubi2021,
	title = {Cascade H-Bridge Multilevel Inverter for a Wind Energy Conversion System Applications},
	booktitle = {Proceedings of 2021 9th International Renewable and Sustainable Energy Conference, IRSEC 2021},
	year = {2021},
	note = {cited By 1},
	abstract = {This paper attends a study of the advantages of using a Cascade H-Bridge Multilevel inverter (MLI) for a wind energy conversion system WECS applications. As known WECS is a renewable system that aims to generate electrical energy from wind. In order to ensure the penetration of the generated energy into the power grid, it must satisfy IEEE 519 standards which consider that total harmonic distortion (THD) in power systems is limited in 5\%. Since Multilevel inverters have been suggested to deal with THD drawbacks of conventional two-level inverter devices in many applications. In this work, we present the study modulation and simulation in MATLAB/ SIMULINK of the wind energy conversion system based on a Cascade H-Bridge Multilevel. The results of the simulation will confirm the import of using this inverter instead of the conventional one. {\textcopyright} 2021 IEEE.},
	keywords = {Asynchronous generators, Bridge circuits, Cascade H bridges, Cascade H-bridge inverte, Doubly fed induction generators, Electric fault currents, Electric inverters, Electric power transmission networks, Electrical energy, Energy, Energy conversion, IEEE Standards, MATLAB, Multi Level Inverter (MLI), Multilevels, System applications, Total harmonic distortions, Wind energy conversion system, Wind power},
	doi = {10.1109/IRSEC53969.2021.9741171},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128060785\&doi=10.1109\%2fIRSEC53969.2021.9741171\&partnerID=40\&md5=8f44bdb484c9f449dc46750d25fd7d71},
	author = {Annoukoubi, M. and Essadki, A. and Nasser, T.}
}
@article {ElOuassif202150,
	title = {Classification techniques in breast cancer diagnosis: A systematic literature review},
	journal = {Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization},
	volume = {9},
	number = {1},
	year = {2021},
	note = {cited By 12},
	pages = {50-77},
	abstract = {Data mining (DM) consists in analysing a~set of observations to find unsuspected relationships and then summarising the data in new ways that are both understandable and useful. It has become widely used in various medical fields including breast cancer (BC), which is the most common cancer and the leading cause of death among women~worldwide.~BC diagnosis is a~challenging medical task and many studies have attempted to apply classification techniques to it. The objective of the present study is to identify studies on classification techniques~in~BC diagnosis and to analyse them from~three perspectives: classification techniques used, accuracy of the classifiers, and comparison of performance. We performed a~systematic literature review (SLR) of 176 selected studies published between January~2000 and November~2018. The results show that, of the nine classification techniques investigated, artificial neural networks, support vector machines and decision trees were the most frequently used. Moreover, artificial neural networks, support vector machines and ensemble classifiers performed better than the other techniques, with median accuracy values of 95\%, 95\% and 96\% respectively. Most of the selected studies (57.4\%) used datasets containing different types of images such as mammographic, ultrasound, and microarray images. {\textcopyright} 2021 Informa UK Limited, trading as Taylor \& Francis Group.},
	keywords = {Article, Artificial intelligence, artificial neural network, Breast Cancer, Breast cancer diagnosis, cancer diagnosis, cause of death, Causes of death, Classification (of information), Classification technique, Comparison of performance, Computer aided diagnosis, data extraction, Data mining, data synthesis, decision tree, Decision trees, Diseases, human, k nearest neighbor, Machine learning, Medical fields, Medical informatics, Network support, Neural networks, publication, qualitative research, Quality control, support vector machine, Support vector machine classifiers, Support vector machines, Support vectors machine, Systematic literature review, Systematic Review, validity},
	doi = {10.1080/21681163.2020.1811159},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098842973\&doi=10.1080\%2f21681163.2020.1811159\&partnerID=40\&md5=9a48998b1c44d263863efcfb25f9920f},
	author = {ElOuassif, B. and Idri, A. and Hosni, M. and Abran, A.}
}
@article {Chaayra202133,
	title = {A Closed-Form Approximation to the Distribution for the Sum of Independent Non-identically Generalized Gamma Variates and Applications},
	journal = {Mathematical Modelling of Engineering Problems},
	volume = {8},
	number = {1},
	year = {2021},
	note = {cited By 0},
	pages = {33-44},
	abstract = {Evaluating the sum of independent and not necessarily identically distributed (i.n.i.d) random variables (RVs) is essential to study different variables linked to various scientific fields, particularly, in wireless communication channels. However, it is difficult to evaluate the distribution of this sum when the number of RVs increases. Consequently, the complex contour integral will be difficult to determine. Considering this issue, a more accurate approximation of the distribution function is required. By assuming the probability density function (PDF) of a generalized gamma (GG) RV evaluated in terms of a proper subset H1,0 class of Fox{\textquoteright}s H-function (FHF) and the moment-based approximation to estimate the FHF parameters, a closed-form tight approximate expression for the distribution of the sum of i.n.i.d GG RVs and a sufficient condition for the convergence are investigated. The proposed approximate may be an analytical useful tool for analyzing the performance of certain numbers branch maximal-ratio combining receivers subject to GG fading channels. Hence, various closed-form performance metrics are derived and examined in terms of FHF. Numerical simulations are carried out to illustrate the theoretical results. {\textcopyright} 2021. All Rights Reserved.},
	doi = {10.18280/mmep.080104},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103500309\&doi=10.18280\%2fmmep.080104\&partnerID=40\&md5=128310fba0422f48576654498e755104},
	author = {Chaayra, T. and Ben-Azza, H. and Bouanani, F.E.}
}
@article {Sabri2021888,
	title = {Cloud Computing in Remote Sensing: Big Data Remote Sensing Knowledge Discovery and Information Analysis},
	journal = {International Journal of Advanced Computer Science and Applications},
	volume = {12},
	number = {5},
	year = {2021},
	note = {cited By 1},
	pages = {888-895},
	abstract = {With the rapid development of remote sensing technology, our ability to obtain remote sensing data has been improved to an unprecedented level. We have entered an era of big data. Remote sensing data clear showing the characteristics of Big Data such as hyper spectral, high spatial resolution, and high time resolution, thus, resulting in a significant increase in the volume, variety, velocity and veracity of data. This paper proposes a feature supporting, salable, and efficient data cube for time-series analysis application, and used the spatial feature data and remote sensing data for comparative study of the water cover and vegetation change.The spatial-feature remote sensing data cube (SRSDC) is described in this paper. It is a data cube whose goal is to provide a spatial-feature-supported, efficient, and scalable multidimensional data analysis system to handle largescale RS data. It provides a high-level architectural overview of the SRSDC.The SRSDC offers spatial feature repositories for storing and managing vector feature data, as well as feature translation for converting spatial feature information to query operations.The paper describes the design and implementation of a feature data cube and distributed execution engine in the SRSDC. It uses the long time-series remote sensing production process and analysis as examples to evaluate the performance of a feature data cube and distributed execution engine. Big data has become a strategic highland in the knowledge economy as a new strategic resource for humans. The core knowledge discovery methods include supervised learning methods data analysis supervised learning, unsupervised learning methods data analysis unsupervised learning, and their combinations and variants. {\textcopyright} 2021. All Rights Reserved.},
	keywords = {Big data, Cloud computing, Cloud-computing, Data cube, Data distributed, Data integration, Data mining, Engines, Execution engine, Feature data, Geometry, Methods. Data analysis, Remote sensing, Remote sensing data, Remote sensing technology, Remote-sensing, Spatial features, Supervised learning, Time series analysis, Unsupervised learning},
	doi = {10.14569/IJACSA.2021.01205104},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107802131\&doi=10.14569\%2fIJACSA.2021.01205104\&partnerID=40\&md5=4251cd5707097684639ead5c44f44bec},
	author = {Sabri, Y. and Bahja, F. and Siham, A. and Maizate, A.}
}
@conference {Bouamama2021560,
	title = {Cloud key management using trusted execution environment},
	booktitle = {Proceedings of the 18th International Conference on Security and Cryptography, SECRYPT 2021},
	year = {2021},
	note = {cited By 0},
	pages = {560-567},
	abstract = {Cloud storage represents a primordial component in most information technology infrastructures. Using cloud instead of on-premise storage raises several security issues, especially when secret keys are stored on the cloud. In such a setting, a robust cloud key management system is a must. Using traditional key management systems (KMS) in the cloud suffers from performance and scalability limitations. This paper, proposes an efficient and secure cloud KMS based on Trusted Execution Environment, precisely Intel SGX. The suggested system (KMSGX), while being deployed on the cloud, is fully controlled by the end-user. Therefore, KMSGX allows running on-premise software key management securely on the cloud provider side, protecting the exchanged and stored data. The security properties of the suggested design have been formalized using the Applied Pi Calculus and proved with ProVerif. The experimental results have demonstrated the system{\textquoteright}s high performance in terms of the upload and download durations and the limited overhead compared to the plain design. Copyright {\textcopyright} 2021 by SCITEPRESS {\textendash} Science and Technology Publications, Lda. All rights reserved},
	keywords = {Applied pi calculus, Calculations, Cloud providers, Cryptography, Digital storage, Information technology infrastructure, Key management systems, Performance and scalabilities, Security issues, Security properties, Trusted computing, Trusted execution environments},
	doi = {10.5220/0010558905600567},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111807187\&doi=10.5220\%2f0010558905600567\&partnerID=40\&md5=2745b5f1ad6970111bb700c309eea488},
	author = {Bouamama, J. and Hedabou, M. and Erradi, M.}
}
@article {Fissaa2021151,
	title = {Combining planning and learning for context aware service composition},
	journal = {International Journal of Data Analysis Techniques and Strategies},
	volume = {13},
	number = {1-2},
	year = {2021},
	note = {cited By 0},
	pages = {151-169},
	abstract = {Computing vision introduced by Mark Weiser in the early {\textquoteright}90s has defined the basis of what is called now ubiquitous computing. This new discipline results from the convergence of powerful, small and affordable computing devices with networking technologies that connect them all together. Thus, ubiquitous computing has brought a new generation of service-oriented architectures (SOA) based on context-aware services. These architectures provide users with personalised and adapted behaviours by composing multiple services according to their contexts. In this context, the objective of this paper is to propose an approach for context-aware semantic-based services composition. Our contributions are built around following axes: 1) a semantic-based context modelling and context-aware semantic composite service specification; 2) an architecture for context-aware semantic-based services composition using artificial intelligence planning; 3) an intelligent mechanism based on reinforcement learning for context-aware selection in order to deal with dynamicity and uncertain character of modern ubiquitous environment. Copyright {\textcopyright} 2021 Inderscience Enterprises Ltd.},
	doi = {10.1504/IJDATS.2021.114673},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85105363779\&doi=10.1504\%2fIJDATS.2021.114673\&partnerID=40\&md5=a71041d2e85a5cf3407180fb5cff29b2},
	author = {Fissaa, T. and El Hamlaoui, M. and Guermah, H. and Hafiddi, H. and Nassar, M.}
}
@conference {Saadaoui2021,
	title = {Communication and Energy Optimization of Local PSO-assisted Multi-UAVs for Moving Targets Exploration},
	booktitle = {Proceedings - 4th International Conference on Advanced Communication Technologies and Networking, CommNet 2021},
	year = {2021},
	note = {cited By 1},
	abstract = {Limited resources, such as energy, processing power, memory, and communication bandwidth, limit the usage of multi-UAV systems in the target search domain. The limitation of energy, in particular, has a significant impact on the system{\textquoteright}s performance, especially because the overall energy consumption is frequently dominated by the cost of communication, i.e. the computational and sensing energy are insignificant in comparison to the communication energy consumption. As a result, the system{\textquoteright}s lifetime may be considerably prolonged by reducing the communication as well as the volume of communication data, at the penalty of increased computing cost. This work presents a hierarchic approach for allocating multi-UAV resources based on a cooperative and competitive particle swarm optimization (PSO) algorithm, with the goal of achieving an optimal balance between communication and processing energy. According to the simulation findings, our technique can save a substantial amount of energy when compared to a benchmark strategy namely random search (RS) and PSO. {\textcopyright} 2021 IEEE.},
	keywords = {Antennas, Communication optimization, Cooperative communication, Energy, Energy optimization, Energy processing, Energy utilization, Moved target, Moving targets, Multi UAV, Particle swarm optimization (PSO), Power communications, Processing power, Unmanned aerial vehicle, Unmanned aerial vehicles (UAV), Vehicle to vehicle communications},
	doi = {10.1109/CommNet52204.2021.9641888},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124033702\&doi=10.1109\%2fCommNet52204.2021.9641888\&partnerID=40\&md5=6d7a08bcf8e4c74d296ed715e537932e},
	author = {Saadaoui, H. and El Bouanani, F.}
}
@article {Fakhari2021867,
	title = {A Comparative Study Between the Most Usable Object Detection Methods Based on Deep Convolutional Neural Networks},
	journal = {Lecture Notes in Networks and Systems},
	volume = {183},
	year = {2021},
	note = {cited By 0},
	pages = {867-876},
	abstract = {Object detection is a computer vision technique that has been revolutionized by the rapid development of convolutional neural network architectures. These networks consist of powerful tools, able to learn and extract high-level features more complex. They are introduced to deal with the problems existing in traditional architectures, to find and characterize a large number of objects in an image. This technique has two types of detection: a simple detection that aims to identify a single object in an image, it is a classification problem. And multiple detections that aim not only to identify all the objects in the image but also to find the location of the objects. This article describes a simple summary of datasets and deep learning algorithms commonly used in object detection. {\textcopyright} 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.},
	doi = {10.1007/978-3-030-66840-2_66},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85102654084\&doi=10.1007\%2f978-3-030-66840-2_66\&partnerID=40\&md5=cd77d1e63cb0e5eb20f6c381c74915c4},
	author = {Fakhari, A. and Lazaar, M. and Omara, H.}
}
@article {Azougaghe2021348,
	title = {Comparative Study on the McEliece Public-Key Cryptosystem Based on Goppa and QC-MDPC Codes},
	journal = {Lecture Notes in Business Information Processing},
	volume = {416 LNBIP},
	year = {2021},
	note = {cited By 0},
	pages = {348-360},
	abstract = {In recent years, much research has been conducted on quantum computers {\textendash} machine that exploit the phenomena of quantum mechanics to solve difficult or insoluble mathematical problems for conventional computers. If large-scale quantum computers are built, they will be able to break many of the public key cryptosystems currently in use. This would seriously compromise the confidentiality and integrity of digital communications on the internet. Post-quantum cryptography aims to develop secure cryptographic systems against both conventional as well as quantum computers for interacting with existing protocols and communication networks. In this paper we present a public key cryptosystem of McEliece based on the correcting codes, using two types of correcting codes; QC-MDPC and Goppa correcting codes. This latter seems very interesting considering its two characteristics, namely the power of correction and the efficient decoding algorithm which resistant to quantum attacks due to difficulty of decoding a linear code. On the other hand, QC-MDPC cryptosystem code is rapid and more secure than Goppa cryptosystem. {\textcopyright} 2021, Springer Nature Switzerland AG.},
	keywords = {Conventional computers, Cryptographic systems, Decoding, Digital communication systems, Digital communications, Information analysis, Large scale quantum computers, Mathematical problems, McEliece public-key cryptosystem, Network security, Post quantum cryptography, Public key cryptography, Public key cryptosystems, Quantum cryptography, Quantum theory, Qubits},
	doi = {10.1007/978-3-030-76508-8_25},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85111125773\&doi=10.1007\%2f978-3-030-76508-8_25\&partnerID=40\&md5=e1b3a760dc5546ca8c452d1b973aa5fe},
	author = {Azougaghe, E.-S. and Farchane, A. and Tazigh, I. and Azougaghe, A.}
}
@conference {Daoudi2021759,
	title = {Complexity and Adaptive Enterprise Architecture},
	booktitle = {International Conference on Enterprise Information Systems, ICEIS - Proceedings},
	volume = {2},
	year = {2021},
	note = {cited By 1},
	pages = {759-767},
	abstract = {In the current VUCA (Volatility, uncertainty, complexity and ambiguity) environment, enterprises are facing constant threats and opportunities due to internal and external factors. Those factors can impact various parts of the enterprise in the form of changes. Thus, Adaptive Enterprise Architecture (EA) is leveraged to assist the continuous adaptation to the evolving transformation. On the other hand, the complexity has been identified as one of the major challenges of the discipline of Enterprise Architecture. Moreover, one of the criteria of Adaptive EA is the ability to monitor and control the complexity of changes. Consequently, in this paper, we suggest a conceptualization of EA complexity measurement drilled down into factors and indicators. First, we begin with a brief summary of the criteria that we consider compulsory for Adaptive Enterprise Architecture and we give an overview of the model that we worked on in previous work. Then we investigate related work about complexity in a broader view. Finally, we describe our approach of assessment of complexity based on the proposed indicators. Copyright {\textcopyright} 2021 by SCITEPRESS - Science and Technology Publications, Lda.},
	keywords = {{\textquoteright}current, Adaptation, Adaptive enterprise, Complexity, Dynamic environments, enterprise architecture, Enterprise IS, Information systems, Information use, Internal and external factors, Monitor and control, Volatility uncertainties},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85135024780\&partnerID=40\&md5=2aaf626491ca37f943bcb904a81c8e4f},
	author = {Daoudi, W. and Doumi, K. and Kjiri, L.}
}
@conference {Khannat2021768,
	title = {Configurable Process Mining: Semantic Variability in Event Logs},
	booktitle = {International Conference on Enterprise Information Systems, ICEIS - Proceedings},
	volume = {1},
	year = {2021},
	note = {cited By 0},
	pages = {768-775},
	abstract = {Configurable process model represents a reference model regrouping multiple business process variants. The configurable process models offer various benefits like reusability and more flexibility when compared to business process models. The challenges encountered while managing this type of models are related to the creation and the configuration. Recently, process mining offers techniques to discover, check conformance of models, and enhance configurable process models using a collection of event logs, that captures traces during the execution of process variants. However, existing works in configurable process discovery lack the incorporation of semantics in the resulting model. Historically, semantic process mining has been applied to event logs to improve process discovery with respect to semantic. Furthermore, from the best of our knowledge, configurable process mining approaches do not fully support semantics. In this paper, we propose a novel method to enrich the collection of event logs with configurable process ontology concepts by introducing semantic annotations that capture variability of elements present in the logs. This is a first step towards discovering a semantically enriched configurable process. Copyright {\textcopyright} 2021 by SCITEPRESS {\textendash} Science and Technology Publications, Lda. All rights reserved.},
	keywords = {Business Process, Configurable process model discovery, Configurable process models, Data mining, Event logs, Information systems, Model discoveries, Ontology, Ontology{\textquoteright}s, Process Discovery, Process mining, Process variants, Reference modeling, Reusability, Semantics},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85137949536\&partnerID=40\&md5=dd49bcf12987200729d1f5e491d2994b},
	author = {Khannat, A. and Sba{\"\i}, H. and Kjiri, L.}
}
@conference {Nejjari2021,
	title = {Conflict spectrum: An empirical study of geopolitical cyber threats from a social network perspective},
	booktitle = {2021 8th International Conference on Social Network Analysis, Management and Security, SNAMS 2021},
	year = {2021},
	note = {cited By 0},
	abstract = {The current evolution of the cyber-threat ecosystem shows that no state or organization is safe from cyber threats. It is therefore important to understand factors that may influence cyber risk. In this paper, we highlight the geopolitical context of cyber threats. The key idea is to verify the assumption that cyber threats are correlated to geopolitical events. We use social network techniques to model our problem as a network. We investigate the relationship between cyber threats and geopolitical events through the measure of similarity between two graphs using the QAP-correlation method. To verify this assumption empirically, we use data from the GDELT project. The results of QAP-correlation measure show a significant similarity between the cyber events graph and the geopolitical events graph in terms of graph isomorphism and structure. {\textcopyright} 2021 IEEE.},
	keywords = {{\textquoteright}current, Cyber threats, Empirical studies, Event graphs, Geopolitical events, QAP-correlation, Similarity, Social Network Analysis, Spectra{\textquoteright}s, Use social networks},
	doi = {10.1109/SNAMS53716.2021.9732155},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127404986\&doi=10.1109\%2fSNAMS53716.2021.9732155\&partnerID=40\&md5=d81465c991f5d449e0db9613f3c31aa7},
	author = {Nejjari, N. and Lahlou, S. and Fadi, O. and Zkik, K. and Oudani, M. and Benbrahim, H.}
}
@conference {Choukri2021,
	title = {Context aware Hidden Markov Model for Intention process mining},
	booktitle = {5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021},
	year = {2021},
	note = {cited By 0},
	abstract = {Nowadays, the omnipresence of digital devices and solutions in daily life made the digital footprints of individuals and the traces of their activities widely available. Smart devices generate a tremendous amount of data that and enables tracking their users{\textquoteright} activity. Extensive research has been conducted to produce generic process models based on the analysis of user{\textquoteright}s activity recorded during the enactment of operational processes. Unfortunately, these approaches considered only the relation between the observed activities and their sequences to infer the underlying process. Thus, ignoring the goal conditioning the user{\textquoteright}s behavior when triggering the actual process. Nevertheless, the same activity traces could serve to unhide the intention behind each process. This article will focus on presenting our approach to Contextual intention mining using Hidden Markov Model (HMM). This approach explores the close relationships between intention and context to construct the process model while ensuring consistency between observed context and actual intentions. {\textcopyright} 2021 IEEE.},
	keywords = {Behavioral research, Context, Data mining, Digital devices, Event logs, Goal mining, Goal models, Hidden Markov models, Information systems, Information use, Intention-oriented process modeling, Intentional process modeling, Machine learning, Markov modeling, Oriented process, Process Discovery, Process engineering, Process mining, Process recommendation, Process-aware information systems, Process-models, Supervised learning, Unsupervised learning, User profile},
	doi = {10.1109/ICDS53782.2021.9626765},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123483088\&doi=10.1109\%2fICDS53782.2021.9626765\&partnerID=40\&md5=d61fab7bfc96ede4658a8984da68ef3f},
	author = {Choukri, I. and Guermah, H. and Daosabah, A. and Nassar, M.}
}
@article {Chakib2021320,
	title = {Contribution of Variable Speed Wind Turbine Generator Based on DFIG Using ADRC and RST Controllers to Frequency Regulation},
	journal = {International Journal of Renewable Energy Research},
	volume = {11},
	number = {1},
	year = {2021},
	note = {cited By 3},
	pages = {320-331},
	abstract = {In the interconnected power systems, there must always be a balance between the amount of electricity produced and the amount of electricity consumed in order to keep the grid frequency stable and nearby to its nominal value. Therefore, any change in consumption can lead to imbalance, instability, load shedding and system frequency disturbances. With the increase of wind energy penetration level in the electrical network, it has become necessary to make wind generators participate in frequency regulation. The fundamental objective of this research paper is to investigate the ability of wind turbine at variable speed equipped with doubly fed induction generator (DFIG) to contribute in the grid frequency regulation. For the purpose of the contribution in the frequency regulation, the wind turbine system must inject a supplementary power support into the electrical network. To do that, two control strategies are adopted: the first one is the synthetic inertia control which uses the kinetic energy reserved and stocked in the turbine and generator rotors of the wind system. The second one is the droop frequency control which includes the deloading method that allows to the VSWT to create a certain reserve active power. Then, each of these control techniques is implemented and their performances are evaluated in case of frequency variation. Moreover, the control structure that uses the combination of these two techniques is also implemented and studied. The active disturbance rejection control strategy (ADRC), the classical PI controller and the polynomial RST controller have been adopted to command the rotor side converter (RSC) of the DFIG which allows it to provide, in case of frequency fault, a support for the power system into the grid by adjusting the rotor speed. The performance of these controllers are tested and compared and the simulation is performed by MATLAB/Simulink simulation software. {\textcopyright} 2021, International Journal of Renewable Energy Research. All Rights Reserved.},
	keywords = {Active disturbances rejection controls, Asynchronous generators, Control strategies, Controllers, Deloading method, Disturbance rejection, Doubly fed induction generators, Droop control strategies, Electric fault currents, Electric load shedding, Electric machine control, Electric power generation, Electric power system control, Electric power transmission networks, Frequency regulations, Inertia control strategy, Kinetic energy, Kinetics, MATLAB, Software testing, Turbogenerators, Variable speed wind turbine system, Variable speed wind turbines, Wind power, Wind Turbine Generators, Wind turbine systems},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104004530\&partnerID=40\&md5=b73f8dda0c74fb1904944b96c7b3b388},
	author = {Chakib, M. and Nasser, T. and Essadki, A.}
}
@article {Mabrouk2021,
	title = {A cooperative game based mechanism for autonomous organization and ubiquitous connectivity in VANETs},
	journal = {Simulation Modelling Practice and Theory},
	volume = {107},
	year = {2021},
	note = {cited By 7},
	abstract = {Vehicular communications in Vehicular Ad-hoc NETworks (VANETs) play an interesting role in improving traffic flow on the roads. In such wireless networks, the vehicles cooperate with each other or with the roadside infrastructure to disseminate the data. In this paper, we introduce a mechanism based on coalitional game theory to study the cooperative transmission in VANETs. Each vehicle tries to access the Internet via gateways that can be either fixed or mobile. However, these gateways help the vehicles to access the Internet by cooperatively relaying the vehicles{\textquoteright} messages. Thus, two notions to indicate the availability of transmission between vehicles and gateways are introduced. These notions are chosen to deal with the highly dynamic topology in VANETs, namely the notion of an encounter and the notion of a link{\textquoteright}s predicted lifetime. The problem is modelled as a non-transferable utility game. Then, an algorithm is proposed to dynamically form coalitions among the vehicles. Moreover, a probability of being active is set in terms of speed of the received vehicle. To evaluate the proposed solution, two scenarios are used: fixed gateways scenario and mobile gateways scenario. The numerical results show that the scenario of mobile gateways is more effective in terms of stimulating vehicles to regroup into coalitions. Hence, this helps the vehicles to access the Internet. {\textcopyright} 2020},
	keywords = {Coalitional game theory, Cooperative game, Cooperative transmission, Dynamic topologies, Game theory, Gateways (Computer networks), Non-transferable utilities, Numerical results, Probability, Vehicle transmissions, Vehicular ad hoc networks, Vehicular Adhoc Networks (VANETs), Vehicular communications},
	doi = {10.1016/j.simpat.2020.102213},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85093923113\&doi=10.1016\%2fj.simpat.2020.102213\&partnerID=40\&md5=3ede889d7bb9d063f8c8265857ff2ede},
	author = {Mabrouk, A. and Naja, A. and Oualhaj, O.A. and Kobbane, A. and Boulmalf, M.}
}
@article {Aoun2021315,
	title = {A Cooperative Multi-swarm Particle Swarm Optimizer Based Hidden Markov Model},
	journal = {Studies in Computational Intelligence},
	volume = {906},
	year = {2021},
	note = {cited By 1},
	pages = {315-334},
	abstract = {Particle swarm optimization (PSO)~is a population-based stochastic metaheuristic algorithm; it has been successful in dealing with a multitude of optimization problems. Many PSO variants have been created to boost its optimization capabilities, in particular, to cope with more complex problems. In this paper, we provide a new approach of multi-population~particle swarm optimization with a cooperation strategy. The proposed algorithm splits the PSO population into four sub swarms and attributes a main role to each one. A machine learning technique is designed as an individual level to allow each particle to determine its suitable swarm membership at each iteration. In a collective level, cooperative rules are designed between swarms to ensure more diversity and realize the better solution using a Master/Slave cooperation scheme. Several simulations are performed on a set of benchmark functions to examine the performances of this approach compared to a multitude of state of the art of PSO variants. Experiments reveal a good computational efficiency of the presented method with distinguishable performances. {\textcopyright} 2020, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.},
	doi = {10.1007/978-3-030-58930-1_21},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097954015\&doi=10.1007\%2f978-3-030-58930-1_21\&partnerID=40\&md5=64af5832e5e4b2f749a5c24339a3911a},
	author = {Aoun, O. and El Afia, A. and Talbi, E.-G.}
}
@article {HalhoulMerabet2021,
	title = {Corrigendum to {\textquotedblleft}Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques{\textquotedblright} (Renewable and Sustainable Energy Reviews (2021) 144, (11096), (S1364032121002616), (10},
	journal = {Renewable and Sustainable Energy Reviews},
	volume = {145},
	year = {2021},
	note = {cited By 0},
	abstract = {The authors of the paper referred to in the title of this Corrigendum report a typo that slipped in the title of the third column in tables 3, 4, 5, 6, 7, 8, and 9, namely, {\textquotedblleft}Underlying AL/ML Tools{\textquotedblright} which should be corrected to {\textquotedblleft}Underlying AI/ML Tools{\textquotedblright}. We apologize for any confusion or inconvenience this typo may have caused. {\textcopyright} 2021 Elsevier Ltd},
	doi = {10.1016/j.rser.2021.111116},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85104661544\&doi=10.1016\%2fj.rser.2021.111116\&partnerID=40\&md5=69c87a9ef7a2e1028872941094f56ec9},
	author = {Halhoul Merabet, G. and Essaaidi, M. and Haddou, M.B. and Qolomany, B. and Qadir, J. and Anan, M. and Al-Fuqaha, A. and Abid, M.R. and Benhaddou, D.}
}
@article {Cherkaoui-Semmouni202142,
	title = {Cryptanalysis of RSA Variants with Primes Sharing Most Significant Bits},
	journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
	volume = {13118 LNCS},
	year = {2021},
	note = {cited By 0},
	pages = {42-53},
	abstract = {We consider four variants of the RSA cryptosystem with an RSA modulus N= pq where the public exponent e and the private exponent d satisfy an equation of the form ed- k(p2- 1 ) (q2- 1 ) = 1. We show that, if the prime numbers p and q share most significant bits, that is, if the prime difference | p- q| is sufficiently small, then one can solve the equation for larger values of d, and factor the RSA modulus, which makes the systems insecure. {\textcopyright} 2021, Springer Nature Switzerland AG.},
	keywords = {Artificial intelligence, Computers, Continued fraction, Coppersmith{\textquoteright}s method, Cryptography, Lattice reduction, Most significant bit, Prime differences, Prime number, RSA cryptosystems, RSA moduli, RSA variant, S-method, Security of data},
	doi = {10.1007/978-3-030-91356-4_3},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85121867699\&doi=10.1007\%2f978-3-030-91356-4_3\&partnerID=40\&md5=c9be6e3c3f4c8ed53f31b0bad5cba512},
	author = {Cherkaoui-Semmouni, M. and Nitaj, A. and Susilo, W. and Tonien, J.}
}
@article {Ettazi202040,
	title = {CATS-CAE reflective middleware framework for adapting context-aware transactional services: Using a hybrid policy-based approach},
	journal = {International Journal of Web Services Research},
	volume = {17},
	number = {2},
	year = {2020},
	note = {cited By 2},
	pages = {40-58},
	abstract = {Pervasive environments are characterized by limited computing resources and wireless connectivity. In parallel, current application domains have variable transactional requirements that do not fit the traditional ACID model. As a result, the pervasive environment characteristics are compelling and cannot be supported by conventional solutions that are typically dedicated to a specific application domain and support a limited set of context parameters. This article aims at providing a complete solution that addresses the challenges of the adaptability of context-aware transactional services {\textquotedblleft}CATS{\textquotedblright} in pervasive environments. Thus, a new framework CATS-CAE was designed, which offers a comprehensive structure of multiple component chains. The adaptation strategy in CATS-CAE is based on a hybrid approach combining the use of adaptation policies, alternative strategy and behavioral adaptation of composite services through the {\textquotedblleft}Profiled Task Class{\textquotedblright} concept. A probabilistic model is also presented to support the efficiency of the proposed approach. Copyright {\textcopyright} 2020, IGI Global.},
	keywords = {ACID properties, Alternative strategy, Applications domains, Behavioral adaptation, Behavioral research, Context- awareness, Context-Aware, Middleware, Middleware frameworks, Pervasive environments, Reflective middleware, Transactional service},
	doi = {10.4018/IJWSR.2020040103},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85116856218\&doi=10.4018\%2fIJWSR.2020040103\&partnerID=40\&md5=c368678a98b60e19ddac01a758494320},
	author = {Ettazi, W. and Nassar, M. and Hafiddi, H.}
}
@conference {Bouroumi2020,
	title = {CBPM: An Approach for Contextual Business Process Modeling},
	booktitle = {4th International Conference on Intelligent Computing in Data Sciences, ICDS 2020},
	year = {2020},
	note = {cited By 0},
	abstract = {With the evolution of ubiquitous computing, the consideration of the context in applications became indispensable and this is the case for business process modeling. In recent years, several approaches have been proposed to introduce context into BP modeling. In this article, we will present an approach which allows to model business process while integrating context notion, we will propose a meta-model of context that allows to model the context in a generic way, and also a framework to gather this context meta-model with the BPMN model in order to elaborate a contextual business process. {\textcopyright} 2020 IEEE.},
	keywords = {BP model, Business Process, Business process model, Data Science, Intelligent computing, Meta model, Process engineering, Ubiquitous computing},
	doi = {10.1109/ICDS50568.2020.9268681},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098655208\&doi=10.1109\%2fICDS50568.2020.9268681\&partnerID=40\&md5=0e9a0eeb9719d90ae6d359faa5759165},
	author = {Bouroumi, J.E.L. and Guermah, H. and Nassar, M. and Kriouile, A.}
}
@article {ElOuazzani2020142,
	title = {A classification of non-cryptographic anonymization techniques ensuring privacy in big data},
	journal = {International Journal of Communication Networks and Information Security},
	volume = {12},
	number = {1},
	year = {2020},
	note = {cited By 6},
	pages = {142-152},
	abstract = {Recently, Big Data processing becomes crucial to most enterprise and government applications due to the fast growth of the collected data. However, this data often includes private personal information that arise new security and privacy concerns. Moreover, it is widely agreed that the sheer scale of big data makes many privacy preserving techniques unavailing. Therefore, in order to ensure privacy in big data, anonymization is suggested as one of the most efficient approaches. In this paper, we will provide a new detailed classification of the most used non-cryptographic anonymization techniques related to big data including generalization and randomization approaches. Besides, the paper evaluates the presented techniques through integrity, confidentiality and credibility criteria. In addition, three relevant anonymization techniques including k-anonymity, l-diversity and t-closeness are tested on an extract of a huge real data set. {\textcopyright} 2020, Kohat University of Science and Technology.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087292674\&partnerID=40\&md5=785b0ce48df310cdcdd67ad945490264},
	author = {El Ouazzani, Z. and El Bakkali, H.}
}
@article {Talbi2020448,
	title = {A cloud broker architecture for cloud service selection based on multi-criteria decision making and rough set theory},
	journal = {International Journal of Computer Aided Engineering and Technology},
	volume = {13},
	number = {4},
	year = {2020},
	note = {cited By 2},
	pages = {448-464},
	abstract = {Cloud computing is a rising field providing computation resources. It represents a new paradigm of utility computing and enormously growing phenomenon in the present IT industry and economy hype. The companies which provide services to customers are called as cloud service providers. The cloud users (CUs) increase and require secure, reliable and trustworthy cloud service providers (CSPs) from the market. So, it{\textquoteright}s a challenge for a new user to choose the best provider. In this paper, we propose cloud broker architecture to help a new customer to find out the best CP. This architecture is based on a combination of rough set theory and multi-criteria analysis of some parameters related to the quality of service of the available providers. A mathematical model is used to do this analysis; it integrates multi-Agent systems to present an intelligent, distributed and collaborative method in order to add assistance to each actor in cloud computing environment. {\textcopyright} 2020 Inderscience Enterprises Ltd.. All rights reserved.},
	doi = {10.1504/IJCAET.2020.110481},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85094668160\&doi=10.1504\%2fIJCAET.2020.110481\&partnerID=40\&md5=648ac741f4e3dd89be572212f2de2586},
	author = {Talbi, J. and Haqiq, A.}
}
@article {Bakhouya2020,
	title = {Cloud computing, IoT, and big data: Technologies and applications},
	journal = {Concurrency and Computation: Practice and Experience},
	volume = {32},
	number = {17},
	year = {2020},
	note = {cited By 1},
	doi = {10.1002/cpe.5896},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85089609248\&doi=10.1002\%2fcpe.5896\&partnerID=40\&md5=7054f06999f02eff0eb333bc9115380d},
	author = {Bakhouya, M. and Zbakh, M. and Essaaidi, M. and Manneback, P.}
}
@conference {Boudagdigue2020,
	title = {Cluster-based certificate revocation in industrial IOT networks using Signaling game},
	booktitle = {2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings},
	year = {2020},
	note = {cited By 1},
	abstract = {Industrial IoT network (IIoT) is the result of integrating Internet of Things into the industrial processes to make manufacturers more efficient and reactive. This integration brings with it new security and privacy challenges because of the sensitive information exchanged between devices and the infrastructure. In order to prevent malicious nodes from abusing the IIoT system, this paper investigates a new distributed certificate revocation protocol. Hence, we propose cluster-based certificate revocation mechanism for IIoT network by using game theory. Indeed, our proposed signaling game allows to make a decision on a targeted node after evaluating its behaving. In this approach, we assume an IIoT network organized as a set of clusters called communities. Each community consists of a set of member nodes and a community leader who uses a multi-stage game to renew the certificate of well behaving member nodes and revoke the certificate of malicious member nodes. Based on the Perfect Bayesian Equilibrium, we describe a reactive algorithm implementing the certificates update mechanism. By simulations, we evaluate the convergence speed, the dynamic and the accuracy of the leader{\textquoteright}s posterior belief on nodes with different behaviors. {\textcopyright} 2020 IEEE.},
	keywords = {Certificate revocation, Game theory, Industrial internet of things (IIoT), Industrial processs, Multi stage games, Perfect bayesian equilibriums, Privacy by design, Reactive algorithms, Security and privacy, Sensitive informations, Update mechanisms},
	doi = {10.1109/GLOBECOM42002.2020.9322497},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100398930\&doi=10.1109\%2fGLOBECOM42002.2020.9322497\&partnerID=40\&md5=8d905a0b2029ae303a74268527163a44},
	author = {Boudagdigue, C. and Benslimane, A. and Kobbane, A.}
}
@article {Yousfi202050,
	title = {Comparative study of cnn and lstm for opinion mining in long text},
	journal = {Journal of Automation, Mobile Robotics and Intelligent Systems},
	volume = {14},
	number = {3},
	year = {2020},
	note = {cited By 0},
	pages = {50-55},
	abstract = {The digital revolution has encouraged many companies to set up new strategic and operational mechanisms to supervise the flow of information published about them on the Web. Press coverage analysis is a part of sentiment analysis that allows companies to discover the opinion of the media concerning their activities, products and services. It is an important research area, since it involves the opinion of informed public such as journalists, who may influence the opinion of their readers. However, from an implementation perspective, the analysis of the opinion from media coverage encounters many challenges. In fact, unlike social networks, the Media coverage is a set of large textual documents written in natural language. The training base being huge, it is necessary to adopt large-scale processing techniques like Deep Learning to analyze their content. To guide researchers to choose between one of the most commonly used models CNN and LSTM, we compare and apply both models for opinion mining from long text documents using real datasets. {\textcopyright} 2020, Industrial Research Institute for Automation and Measurements. All rights reserved.},
	doi = {10.14313/JAMRIS/3-2020/34},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100520263\&doi=10.14313\%2fJAMRIS\%2f3-2020\%2f34\&partnerID=40\&md5=fc9c41966d823ca1951c9f01e3fa341c},
	author = {Yousfi, S. and Rhanoui, M. and Mikram, M.}
}
@conference {Ouaddi2020,
	title = {A comparative study of three methods for solving the Mutli-Trip Dynamic Vehicle Routing Problem with Overtime (MTDVRPOT)},
	booktitle = {Proceedings - 2020 5th International Conference on Logistics Operations Management, GOL 2020},
	year = {2020},
	note = {cited By 0},
	abstract = {In recent years, the dynamic vehicle routing problem (DVRP) and its variants have been increasingly studied and several resolution approaches have been proposed. The objective of this study is to compare the results of three different approaches designed for the multi-trip dynamic vehicle routing problem with overtime (MTDVRPOT). The first approach is based on an exact method, the second is a hybrid ant colony system, while the third is a memetic algorithm. The tests are performed on small instances, and the results show the efficiency of the memetic algorithm. {\textcopyright} 2020 IEEE.},
	keywords = {Ant colony optimization, Comparative studies, Dynamic vehicle routing problems, Exact methods, Hybrid ant colony systems, Memetic algorithms, Multi trips, Vehicle routing, Vehicles},
	doi = {10.1109/GOL49479.2020.9314727},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100211299\&doi=10.1109\%2fGOL49479.2020.9314727\&partnerID=40\&md5=b18f63526f7e1ac4b3feb37e42ce0faa},
	author = {Ouaddi, K. and Mhada, F.-Z. and Benadada, Y.}
}
@article {Chlioui202061,
	title = {Comparing Statistical and Machine Learning Imputation Techniques in Breast Cancer Classification},
	journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
	volume = {12252 LNCS},
	year = {2020},
	note = {cited By 1},
	pages = {61-76},
	abstract = {Missing data imputation is an important task when dealing with crucial data that cannot be discarded such as medical data. This study evaluates and compares the impacts of two statistical and two machine learning imputation techniques when classifying breast cancer patients, using several evaluation metrics. Mean, Expectation-Maximization (EM), Support Vector Regression (SVR) and K-Nearest Neighbor (KNN) were applied to impute 18\% of missing data missed completely at random in the two Wisconsin datasets. Thereafter, we empirically evaluated these four imputation techniques when using five classifiers: decision tree (C4.5), Case Based Reasoning (CBR), Random Forest (RF), Support Vector Machine (SVM) and Multi-Layer Perceptron (MLP). In total, 1380 experiments were conducted and the findings confirmed that classification using imputation based machine learning outperformed classification using statistical imputation. Moreover, our experiment showed that SVR was the best imputation method for breast cancer classification. {\textcopyright} 2020, Springer Nature Switzerland AG.},
	keywords = {Breast cancer classifications, Case based reasoning, Casebased reasonings (CBR), Decision trees, Diseases, Expectation Maximization, Imputation techniques, K nearest neighbor (KNN), Learning systems, Maximum principle, Missing data imputations, Multi layer perceptron, Multilayer neural networks, Nearest neighbor search, Support vector machines, Support vector regression, Support vector regression (SVR)},
	doi = {10.1007/978-3-030-58811-3_5},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85092259110\&doi=10.1007\%2f978-3-030-58811-3_5\&partnerID=40\&md5=fd5730e8014d40306df07238106d32ff},
	author = {Chlioui, I. and Abnane, I. and Idri, A.}
}
@article {Ohmaid2020429,
	title = {Comparison between svm and knn classifiers for iris recognition using a new unsupervised neural approach in segmentation},
	journal = {IAES International Journal of Artificial Intelligence},
	volume = {9},
	number = {3},
	year = {2020},
	note = {cited By 7},
	pages = {429-438},
	abstract = {A biometric system of identification and authentication provides automatic recognition of an individual based on certain unique features or characteristics he or she possesses. Iris recognition is a biometric identification method that applies pattern recognition to images of the iris. Owing to the unique epigenetic patterns of the iris, iris recognition is considered one of the most accurate methods in the field of biometric identification. The segmentation algorithm proposed in this article starts with determining the regions of the eye using unsupervised neural approach, after the outline of the eye is found using the Canny edge, The Hough Transform is employed to determine the center and radius of the pupil and the iris. Then the normalization allows transforming the segmented circular iris region into a fixed-size rectangular shape using Daugman{\textquoteright}s rubber sheet model. A discrete wavelet transformation (DWT) is applied to the normalized iris to lower the size of iris models and to improve classifier accuracy. Finally, the URIBIS iris database is used for individual user verification by using the KNN classifier or support vector machine (SVM) which based on the analysis of iris code as feature extraction is discussed. {\textcopyright} 2020, Institute of Advanced Engineering and Science. All rights reserved.},
	doi = {10.11591/ijai.v9.i3.pp429-438},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086923257\&doi=10.11591\%2fijai.v9.i3.pp429-438\&partnerID=40\&md5=84bdd50bb2f61010088a298cbac7b2ee},
	author = {Ohmaid, H. and Eddarouich, S. and Bourouhou, A. and Timouyas, M.}
}
@article {Karbal2020157,
	title = {A Comparison of Different Machine Learning Algorithms for Intrusion Detection},
	journal = {Communications in Computer and Information Science},
	volume = {1264},
	year = {2020},
	note = {cited By 0},
	pages = {157-169},
	abstract = {With the rapid development of the internet, intrusion detection became one of the major research problems in computer security. Many Intrusion Detection Systems (IDS) use data mining algorithms for classifying network traffic data and detecting different security violations. In this paper, we present some of the datasets and methods employed with the focus on network anomaly detection. We compare different machine learning techniques used in the latest research carried out for developing network intrusion detection systems. We also present an overview of some deep learning methodologies and their application for IDS purposes. The primary objective of this survey is to provide with a researcher, the state of the artwork already performed in this field of research. {\textcopyright} 2020, Springer Nature Switzerland AG.},
	keywords = {Anomaly detection, Classification (of information), Computer crime, Data communication systems, Data mining, Data mining algorithm, Deep learning, Intrusion detection, Intrusion Detection Systems, Learning algorithms, Learning systems, Machine learning techniques, Network anomaly detection, Network intrusion detection systems, Network security, Primary objective, Research problems, Security violations},
	doi = {10.1007/978-3-030-61143-9_13},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097408678\&doi=10.1007\%2f978-3-030-61143-9_13\&partnerID=40\&md5=3725b891261e386c6df84eebcbc0e514},
	author = {Karbal, B. and Romadi, R.}
}
@article {Bachiri202036,
	title = {A Complete Prenatal Solution for a Reproductive Health Unit in Morocco},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {1161 AISC},
	year = {2020},
	note = {cited By 0},
	pages = {36-43},
	abstract = {A prenatal mobile Personal Health Records (mPHR), along with an Electronic Health Records (EHR) are, respectively, exploited in order to permit both the pregnant women and gynecologists or obstetricians monitor the pregnancy progress in the best conditions. For this intent, a complete solution consisting of a prenatal mPHR and an EHR were developed for the maternity {\textquotedblleft}Les Orangers{\textquotedblright} of the Avicenne University Hospital in Rabat. The complete solution provides the main functionalities of a prenatal service. Thereafter, the solution will be validated by conducting an experiment for quality and potential assessment. Hence, a recruitment process has been determined to identify the eligibility criteria to enroll participants (pregnant women and gynecologists), in addition to planning the course of the experiment. {\textcopyright} 2020, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG.},
	keywords = {Complete solutions, electronic health record, Eligibility criterion, Health, Information systems, Information use, Personal health record, Pregnant woman, Recruitment process, reproductive health},
	doi = {10.1007/978-3-030-45697-9_4},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85085481969\&doi=10.1007\%2f978-3-030-45697-9_4\&partnerID=40\&md5=e3d4adffd953495adbfb14b0d483c067},
	author = {Bachiri, M. and Idri, A. and Rachad, T. and Alami, H. and Redman, L.M.}
}
@conference {Berradi2020367,
	title = {A comprehensive review of artificial intelligence techniques in financial market},
	booktitle = {Colloquium in Information Science and Technology, CIST},
	volume = {2020-June},
	year = {2020},
	note = {cited By 0},
	pages = {367-371},
	abstract = {Artificial intelligence is a vast and promising domain that helps improving people{\textquoteright}s lives in different areas such as, medicine, education, telecommunication, finance, and economy. The financial market is an important aspect of the economics of any country, by having a clear idea about how it functions, it helps to improve the economy of the country radically and, therefore, the people{\textquoteright}s lives. In this paper, we suggest giving the latest research of deep learning techniques applied on the financial market field that can help investors to make an accurate decision. This paper gathered all the recent articles related to deep learning techniques applied on forecasting the financial market, which includes stock market, stock index, commodity forecasting and Forex. The main goal is to find the most models used recently to solve the prediction problem using RNN, their characteristic and novelty. We will give all aspects that involve the process of forecasting beginning with preprocessing, the input features, the deep learning techniques, and the evaluation metrics employed. {\textcopyright} 2021 IEEE.},
	keywords = {Artificial intelligence techniques, Commerce, Deep learning, Electronic trading, Evaluation metrics, Financial markets, Fintech, Forecasting, Input features, Investments, It functions, Learning systems, Learning techniques, Prediction problem, Stock indices},
	doi = {10.1109/CiSt49399.2021.9357175},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85103852221\&doi=10.1109\%2fCiSt49399.2021.9357175\&partnerID=40\&md5=b8ae02858f3f66114efcfced0ae9f173},
	author = {Berradi, Z. and Lazaar, M. and Mahboub, O. and Omara, H.}
}
@conference {Remli2020249,
	title = {Computer integrated manufacturing architecture: A literature review},
	booktitle = {IC3K 2020 - Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management},
	volume = {3},
	year = {2020},
	note = {cited By 0},
	pages = {249-256},
	abstract = {The exponential technological revolution has had a positive impact on industrial companies, providing them with plenty of opportunities to improve their production flows and optimize their costs. This revolution has led to contemporary computer integrated manufacturing (CIM) that consists of linking the shop floor systems to the high business layer. And in order to do that, there has been some research to define a reference architecture to cover all the use cases. This paper presents a literature review of CIM architectures. The purpose of this review is to enumerate the different aspects covered by the different architectures in the literature and the approaches proposed to handle them. Copyright {\textcopyright} 2020 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.},
	keywords = {Computer architecture, Computer integrated manufacturing, Industrial companies, Knowledge management, Literature reviews, Production flows, Reference architecture, Search engines, Shop floor, Technological revolution},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85107133186\&partnerID=40\&md5=5b2fbe31955f56e4cfd019808278476c},
	author = {Remli, A. and Khtira, A. and Asri, B.E.}
}
@article {Sikal2020183,
	title = {Configurable process model: Discovery approach from event logs},
	journal = {Advances in Science, Technology and Engineering Systems},
	volume = {5},
	number = {1},
	year = {2020},
	note = {cited By 0},
	pages = {183-190},
	abstract = {In the domain of business process management, the configurable process model is widely used to optimize time and cost of business process models design, which is known as the concept of "reuse". Using process mining techniques for process model discovery helps to provide a better view on processes and improve quality of models. The majority of existing configurable model discovery approaches work intensively on control flow discovery as main process perspective without considering other perspectives such as resources and data, and do not propose a detailed discovery of variability elements. In addition, the configurable process model creation is generally done by merging variant models not directly from event logs, which is not the optimal way to get a reliable configurable process model. This paper presents an overview of new multi-perspective variability discovery approach. The approach respects the variability of different process perspectives and allows users to create a configurable process model directly from event logs. {\textcopyright} 2020 ASTES Publishers. All rights reserved.},
	doi = {10.25046/aj050124},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081330401\&doi=10.25046\%2faj050124\&partnerID=40\&md5=716f2277e1926d108d92b8a313d3bac9},
	author = {Sikal, R. and Sba{\"\i}, H. and Kjiri, L.}
}
@conference {Boumehdi2020145,
	title = {Construction of a database for speech recognition of isolated Arabic words},
	booktitle = {ACM International Conference Proceeding Series},
	year = {2020},
	note = {cited By 0},
	pages = {145-150},
	abstract = {Automatic speech recognition for the Arabic language is a field that is in a current remarkable development and still attracts many researchers who try to improve year after year the recognition rate. Many works nowadays have been focused on automatic speech recognition (ASR) for the Arabic language. The paper presents the significance of the ASR systems built in the past few years. This work also aims to introduce a new Arabic database for isolated word by defining a new concept of phonetic units: semi-syllable units. Thus the corpus contains a collection of semi-syllable audio files as well as their corresponding transcription files. This database will help us in future works. {\textcopyright} 2020 ACM.},
	keywords = {Arabic database, Arabic languages, Audio files, Automatic speech recognition, Database systems, Intelligent systems, Isolated words, Phonetic units, Speech recognition},
	doi = {10.1145/3419604.3419752},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85096426261\&doi=10.1145\%2f3419604.3419752\&partnerID=40\&md5=257aeddd47cbb6849d761b06d43eaef2},
	author = {Boumehdi, A. and Yousfi, A.}
}
@conference {Maqboul2020,
	title = {Contribution of Artificial Neural Network in Predicting Completeness Through the Impact and Complexity of its Improvement},
	booktitle = {ACM International Conference Proceeding Series},
	year = {2020},
	note = {cited By 0},
	abstract = {The technological evolution and the immensity of the data produced, circulated into company makes these data, the real capital of the companies to the detriment of the customers. The erroneous data put the knockout to relationships with customers, the company must address this problem and identify the quality projects on which it must make an effort. In this article, we will present an approach based on qualitative and quantitative analysis to help the decision-makers to target data by its impacts and complexities of process improvement. The Qualitative study will be a survey and a quantitative to learn from survey data to decide the prediction and the completeness of data. {\textcopyright} 2020 ACM.},
	keywords = {Decision makers, Decision making, Erroneous datum, Information systems, Information use, Neural networks, Process Improvement, Qualitative and quantitative analysis, Qualitative study, Survey data, Surveys, Technological evolution},
	doi = {10.1145/3386723.3387850},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85123040935\&doi=10.1145\%2f3386723.3387850\&partnerID=40\&md5=222e383506f6fed754588124c4a4be60},
	author = {Maqboul, J. and Jaouad, B.B.}
}
@conference {Elouatoua2020,
	title = {Control of a Doubly-Fed Induction Generator for Wind Energy Conversion Systems},
	booktitle = {2020 International Conference on Electrical and Information Technologies, ICEIT 2020},
	year = {2020},
	note = {cited By 3},
	abstract = {This paper proposes the modelling and control of the variable speed wind turbine based on doubly fed induction generator (DFIG). The main idea of this work consists of applying different techniques of command to the independent control of active and reactive powers generated by the DFIG namely: conventional controller PI, Fuzzy logic control (FLC), Sliding mode control (SMC) and hybrid fuzzy sliding mode control (FSMC). The performances and robustness are analyzed and compared by simulation on Matlab /Simulink. {\textcopyright} 2020 IEEE.},
	keywords = {Asynchronous generators, Conventional controllers, Doubly fed induction generator (DFIG), Doubly fed induction generators, Electric fault currents, Electric machine control, Electric machine theory, Energy conversion, Fuzzy logic, Fuzzy sliding mode control, Fuzzy-logic control, MATLAB, Modelling and controls, Sliding mode control, Variable speed wind turbines, Wind energy conversion system, Wind power},
	doi = {10.1109/ICEIT48248.2020.9113184},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086901436\&doi=10.1109\%2fICEIT48248.2020.9113184\&partnerID=40\&md5=3158171c6663afb76615c38976494994},
	author = {Elouatoua, H. and Nasser, T. and Essadki, A.}
}
@article {Bousarhane202073,
	title = {Convolutional Neural Networks for Traffic Signs Recognition},
	journal = {Communications in Computer and Information Science},
	volume = {1264},
	year = {2020},
	note = {cited By 2},
	pages = {73-91},
	abstract = {The application fields of traffic signs recognition are multiple, including autonomous vehicles, self-driving cars, Advanced Driver Assistance Systems (ADAS), etc. The ultimate goal of these systems is to save lives on roads by reducing the number of accidents. Specifically, the incidents caused by drivers{\textquoteright} distraction and inattention. Efficient traffic signs recognition systems represent then one of the major components in making cars safer, not only for drivers, but for pedestrians as well. In this domain of research, Deep Learning approaches have gained more popularity due to their appealing performances. However, these approaches still face many difficulties, especially, those related to adverse conditions and real time response. Furthermore, these methods are very demanding in terms of hardware requirements, computational load and training data. From this perspective, our work aims to create an efficient Deep Learning model, for the classification of traffic signs, under adverse and challenging conditions. The objective of the research is to reach a high recognition accuracy, via a faster learning process, while using limited data and hardware resources. The obtained results show that CNNs could reach an accuracy of more than 99.6\% for signs with no challenges. However, their accuracy decreases when dealing with more challenging traffic signs. The results shows also that lighter architectures are efficient in terms of generalization, accuracy and speed. {\textcopyright} 2020, Springer Nature Switzerland AG.},
	keywords = {Accidents, Advanced driver assistance systems, Application fields, Automobile drivers, Autonomous vehicles, Classification of traffic signs, Computational loads, Convolutional neural networks, Data communication systems, Deep learning, Hardware resources, Learning approach, Learning systems, Real time response, Recognition accuracy, Recognition systems, Security of data, Traffic signs},
	doi = {10.1007/978-3-030-61143-9_7},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85097401164\&doi=10.1007\%2f978-3-030-61143-9_7\&partnerID=40\&md5=83a83249f516a7f0fd24a44b61df2674},
	author = {Bousarhane, B. and Bouzidi, D.}
}
@conference {Boumahdi2020603,
	title = {Crisis management systems: Big data and machine learning approach},
	booktitle = {ENASE 2020 - Proceedings of the 15th International Conference on Evaluation of Novel Approaches to Software Engineering},
	year = {2020},
	note = {cited By 0},
	pages = {603-610},
	abstract = {A crisis is defined as an event that, by its nature or its consequences, poses a threat to the vital national interests or the basic needs of the population, encourages rapid decision making, and requires coordination between the various departments and agencies. Hence the need and importance of crisis and disaster management systems. These crisis and disaster management systems have several phases and techniques, and require many resources and tactics and needs. Among the needs of these systems are useful and necessary information that can be used to improve the making of good decisions, such as data on past and current crises. The application of machine learning and big data technologies in data processing of crises and disasters can yield important results in this area. In this document, we address in the first part the crisis management systems, and the tools of big data and machine learning that can be used. Then in the second part, we have established a literature review that includes a state of the art, and a discussion. Then we established a machine learning and big data approach for crisis management systems, with a description and experimentation, as well as a discussion of results and future work. {\textcopyright} Copyright 2020 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.},
	keywords = {Big data, Crisis management systems, Data handling, Data technologies, Decision making, Disaster management, Disaster prevention, Disasters, Information management, Literature reviews, Machine learning, Machine learning approaches, Software engineering, State of the art},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85088381343\&partnerID=40\&md5=b90b38f94e34455a12781472d1aba3ab},
	author = {Boumahdi, A. and El Hamlaoui, M. and Nassar, M.}
}
@conference {Gad2020,
	title = {Crowd Density Estimation Method Using Reduced Features Set},
	booktitle = {2020 International Conference on Electrical and Information Technologies, ICEIT 2020},
	year = {2020},
	note = {cited By 0},
	abstract = {A new crowd density estimation method with reduced feature set is proposed that enhances both prediction errors and computational time in terms of feature extraction, training, and prediction times. Based on the filter, wrapper, and embedded approaches to feature selection, 9 different sets of selected features were generating. Features categories were ranked based on the number of features selected across all selection methods. Using each set of features, 7 different regression models got trained. Each model performance was assessed based on MSE, MAE, and MRE. Feature selection methods were ranked based on its robustness in reducing the prediction errors. Based on the experimental results, the proposed method outperforms the previous works. {\textcopyright} 2020 IEEE.},
	keywords = {Computational time, Crowd density, Feature extraction, Feature selection methods, Features sets, Forecasting, Logistic regression, Model performance, Prediction errors, Regression model, Selection methods},
	doi = {10.1109/ICEIT48248.2020.9113179},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086903221\&doi=10.1109\%2fICEIT48248.2020.9113179\&partnerID=40\&md5=e227463adf229bd65938fec34f2f0d2b},
	author = {Gad, A.F. and Ezzahra Jarmouni, F.}
}
@conference {Yousfi2020,
	title = {CSSM: A context-based semantic similarity measure},
	booktitle = {2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science, ICECOCS 2020},
	year = {2020},
	note = {cited By 1},
	abstract = {Semantic similarity is very critical in applications that manipulate data across heterogeneous, autonomous and distributed data sources. It helps connect these data sources. Nevertheless, current semantic similarity approaches were proven to achieve a very moderate accuracy. Furthermore, they are merely applicable when we wish to determine the semantic similarity between words. In this paper, we present CSSM, a Context-based Semantic Similarity Measure. Experimental results on Miller Charles benchmark dataset show that CSSM performs semantic similarity comparisons properly, and obtains high accuracy. {\textcopyright} 2020 IEEE.},
	keywords = {Benchmark datasets, Computer science, Computers, Context-based semantics, Control engineering, Data-sources, Distributed data sources, Electronics engineering, Electronics industry, High-accuracy, Semantic similarity, Semantic similarity approaches, Semantics},
	doi = {10.1109/ICECOCS50124.2020.9314376},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85100120972\&doi=10.1109\%2fICECOCS50124.2020.9314376\&partnerID=40\&md5=3191da8d69fa40844c69e41c268c5a17},
	author = {Yousfi, A. and El Yazidi, M.H. and Zellou, A.}
}
@conference {Gad2020,
	title = {Cython for Speeding-up Genetic Algorithm},
	booktitle = {2020 International Conference on Electrical and Information Technologies, ICEIT 2020},
	year = {2020},
	note = {cited By 0},
	abstract = {This paper proposes a library for implementing the genetic algorithm using Python mainly in NumPy and speeding-up its execution using Cython. The preliminary Python implementation is inspected for possible optimizations. The 4 main changes include statically defining data types for the NumPy arrays, specifying the data type of the array elements in addition to the number of dimensions, using indexing for looping through the arrays, and finally disabling some unnecessary features in Cython. Using Cython, the NumPy array processing is 1250 times faster than CPython. The Cythonized version of the genetic algorithm is 18 times faster than the Python version. {\textcopyright} 2020 IEEE.},
	keywords = {Array elements, Array processing, Data type, Genetic algorithms, High level languages},
	doi = {10.1109/ICEIT48248.2020.9113210},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85086899207\&doi=10.1109\%2fICEIT48248.2020.9113210\&partnerID=40\&md5=2f21b7d3239af190e4a515e4e967104b},
	author = {Gad, A.F. and Ezzahra Jarmouni, F.}
}
@conference {Assila2019,
	title = {Caching as a Service in 5G Networks: Intelligent Transport and Video on Demand Scenarios},
	booktitle = {2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings},
	year = {2019},
	note = {cited By 0},
	doi = {10.1109/GLOCOM.2018.8648110},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85063521486\&doi=10.1109\%2fGLOCOM.2018.8648110\&partnerID=40\&md5=b7935edacd24dfb7acbd2e5dbe0daed6},
	author = {Assila, B. and Kobbane, A. and El Koutbi, M. and Ben-Othman, J. and Mokdad, L.}
}
@conference {Aissaoui201987,
	title = {Combining supervised and unsupervised machine learning algorithms to predict the learners{\textquoteright} learning styles},
	booktitle = {Procedia Computer Science},
	volume = {148},
	year = {2019},
	note = {cited By 0},
	pages = {87-96},
	doi = {10.1016/j.procs.2019.01.012},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062675875\&doi=10.1016\%2fj.procs.2019.01.012\&partnerID=40\&md5=bac9366951ce3839b307d3270ef38ae2},
	author = {Aissaoui, O.E. and El Madani, Y.E.A. and Oughdir, L. and Allioui, Y.E.}
}
@conference {Nizar2019,
	title = {Community Detection System in Online Social Network},
	booktitle = {5th International Symposium on Innovation in Information and Communication Technology, ISIICT 2018},
	year = {2019},
	note = {cited By 0},
	doi = {10.1109/ISIICT.2018.8613285},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062188235\&doi=10.1109\%2fISIICT.2018.8613285\&partnerID=40\&md5=bc5e69525cc6681376f4f2d621ffe1da},
	author = {Nizar, L. and Yahya, B. and Mohammed, E.}
}
@article {Laghridat2019,
	title = {Comparative Analysis between PI and Linear-ADRC Control of a Grid Connected Variable Speed Wind Energy Conversion System Based on a Squirrel Cage Induction Generator},
	journal = {Mathematical Problems in Engineering},
	volume = {2019},
	year = {2019},
	note = {cited By 0},
	doi = {10.1155/2019/8527183},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064383115\&doi=10.1155\%2f2019\%2f8527183\&partnerID=40\&md5=539a897526387f7ec2998bf1b25e898b},
	author = {Laghridat, H. and Essadki, A. and Nasser, T.}
}
@conference {Ennya2019,
	title = {Computing Tasks Distribution in Fog Computing: Coalition Game Model},
	booktitle = {Proceedings - 2018 International Conference on Wireless Networks and Mobile Communications, WINCOM 2018},
	year = {2019},
	note = {cited By 0},
	doi = {10.1109/WINCOM.2018.8629587},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062835283\&doi=10.1109\%2fWINCOM.2018.8629587\&partnerID=40\&md5=6f05637837203320cf2f7daa8f8c242d},
	author = {Ennya, Z. and Hadi, M.Y. and Abouaomar, A.}
}
@article {Lachhab2019276,
	title = {Context-driven monitoring and control of buildings ventilation systems using big data and Internet of Things{\textendash}based technologies},
	journal = {Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering},
	volume = {233},
	number = {3},
	year = {2019},
	note = {cited By 0},
	pages = {276-288},
	doi = {10.1177/0959651818791406},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85052604424\&doi=10.1177\%2f0959651818791406\&partnerID=40\&md5=489ec0e147a47ea73d56d67443e20f71},
	author = {Lachhab, F. and Bakhouya, M. and Ouladsine, R. and Essaaidi, M.}
}
@article {Lachhab2019,
	title = {A context-driven platform using Internet of things and data stream processing for heating, ventilation and air conditioning systems control},
	journal = {Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering},
	year = {2019},
	note = {cited By 0},
	doi = {10.1177/0959651819841534},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064252643\&doi=10.1177\%2f0959651819841534\&partnerID=40\&md5=ce7ac91656b86854112d39b244314bab},
	author = {Lachhab, F. and Bakhouya, M. and Ouladsine, R. and Essaaidi, M.}
}
@conference {Bennouri2019,
	title = {Controlling Maximum Window of TCP NewReno in Underwater Wireless Sensor Network},
	booktitle = {International Symposium on Advanced Electrical and Communication Technologies, ISAECT 2018 - Proceedings},
	year = {2019},
	note = {cited By 0},
	doi = {10.1109/ISAECT.2018.8618752},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062465101\&doi=10.1109\%2fISAECT.2018.8618752\&partnerID=40\&md5=daaf3cb63078453cd6c0ebaf34f2b957},
	author = {Bennouri, H. and Berqia, A. and Patrick, N.K.}
}
@conference {Assila20181193,
	title = {Caching as a Service for 5G Networks: A Matching Game Approach for CaaS Resource Allocation},
	booktitle = {Proceedings - IEEE Symposium on Computers and Communications},
	volume = {2018-June},
	year = {2018},
	pages = {1193-1198},
	doi = {10.1109/ISCC.2018.8538661},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059217607\&doi=10.1109\%2fISCC.2018.8538661\&partnerID=40\&md5=d33d4f8d2f2cd79a86990bb8aeeaed3a},
	author = {Assila, B. and Kobbane, A. and Ben-Othman, J. and Koutbi, M.E.}
}
@conference {Majda2018110,
	title = {Capitalization of Knowledge Through Ontologies: A Knowledge Management Approach in a Strategic Intelligence Process},
	booktitle = {Colloquium in Information Science and Technology, CIST},
	volume = {2018-October},
	year = {2018},
	pages = {110-116},
	doi = {10.1109/CIST.2018.8596616},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85061452604\&doi=10.1109\%2fCIST.2018.8596616\&partnerID=40\&md5=692cf69450519750ce9cddf0d74a1761},
	author = {Majda, N. and Najima, D.}
}
@article {Mourchid2018,
	title = {CGAM: A community and geography aware mobility model},
	journal = {International Journal of Communication Systems},
	volume = {31},
	number = {1},
	year = {2018},
	note = {cited By 0},
	abstract = {The advances of localization-enabled technologies have led to huge volumes of large-scale human mobility data collected from Call Data Records (CDR), Global Positioning System (GPS) tracking systems, and Location Based Social networks (LBSN). These location data that encompass mobility patterns could generate an important value for building accurate and realistic mobility models and hence important value for fields of application including context-aware advertising, city-wide sensing applications, urban planning, and more. In this paper, we investigate the underlying spatio-temporal and structural properties for human mobility patterns, and propose the Community and Geography Aware Mobility (CGAM) model, which characterizes user mobility knowledge through several properties such as home location distribution, community members{\textquoteright} distribution, and radius of gyration. We validate the CGAM synthetic traces against real-world GPS traces and against the traces generated by the baseline mobility model SMOOTH and assess that CGAM is accurate in predicting the performance of flooding-based and community-based routing protocols. Copyright {\textcopyright} 2017 John Wiley \& Sons, Ltd.},
	doi = {10.1002/dac.3432},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85030319469\&doi=10.1002\%2fdac.3432\&partnerID=40\&md5=9e90e1af7674bce27f60e78c6d502044},
	author = {Mourchid, F. and Kobbane, A. and Ben Othman, J. and El Koutbi, M.}
}
@article {Mourchid2018,
	title = {CGAM: A community and geography aware mobility model},
	journal = {International Journal of Communication Systems},
	volume = {31},
	number = {1},
	year = {2018},
	doi = {10.1002/dac.3432},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85030319469\&doi=10.1002\%2fdac.3432\&partnerID=40\&md5=9e90e1af7674bce27f60e78c6d502044},
	author = {Mourchid, F. and Kobbane, A. and Ben Othman, J. and El Koutbi, M.}
}
@conference {Lhazmir2018322,
	title = {Channel Assignment for D2D communication : A Regret Matching Based Approach},
	booktitle = {2018 14th International Wireless Communications and Mobile Computing Conference, IWCMC 2018},
	year = {2018},
	pages = {322-327},
	doi = {10.1109/IWCMC.2018.8450520},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053868247\&doi=10.1109\%2fIWCMC.2018.8450520\&partnerID=40\&md5=627b0b881ea4d1310141874723652d7b},
	author = {Lhazmir, S. and Kobbane, A. and Ben-Othman, J.}
}
@book {Brisman2018301,
	title = {Climate apartheid and environmental refugees},
	series = {The Palgrave Handbook of Criminology and the Global South},
	year = {2018},
	pages = {301-321},
	doi = {10.1007/978-3-319-65021-0_16},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045870954\&doi=10.1007\%2f978-3-319-65021-0_16\&partnerID=40\&md5=5e244e1e3c7d4185d8a670712984dee3},
	author = {Brisman, A. and South, N. and Walters, R.}
}
@article {Labghough2018200,
	title = {A closed form expression for the bit error probability for majority logic decoding of CSOC codes over ΓΓ channels},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {735},
	year = {2018},
	pages = {200-210},
	doi = {10.1007/978-3-319-76354-5_18},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044029464\&doi=10.1007\%2f978-3-319-76354-5_18\&partnerID=40\&md5=ccb2b721b8e8c6619ba59f4805aaab19},
	author = {Labghough, S. and Ayoub, F. and Belkasmi, M.}
}
@conference {Melaouene20181,
	title = {A cloud-based RFID for VANET access filtering},
	booktitle = {Proceedings of 2017 International Conference of Cloud Computing Technologies and Applications, CloudTech 2017},
	volume = {2018-January},
	year = {2018},
	pages = {1-6},
	doi = {10.1109/CloudTech.2017.8284709},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046655464\&doi=10.1109\%2fCloudTech.2017.8284709\&partnerID=40\&md5=4f425d897a5aec1ca99f40c3d813a294},
	author = {Melaouene, N. and Elmakfalji, C. and Romadi, R.}
}
@conference {Touhafi20181,
	title = {CloudLab-weaver: An innovative approach to interconnect distributed cloud based online labs},
	booktitle = {Proceedings of 2017 International Conference of Cloud Computing Technologies and Applications, CloudTech 2017},
	volume = {2018-January},
	year = {2018},
	pages = {1-7},
	doi = {10.1109/CloudTech.2017.8284739},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85046685180\&doi=10.1109\%2fCloudTech.2017.8284739\&partnerID=40\&md5=f23d16e0a04a343a36ac33365447f357},
	author = {Touhafi, A. and Braeken, A. and Alla, S.B. and Zbakh, M.}
}
@article {Sahnoun201826,
	title = {A coalition-formation game model for energy-efficient routing in mobile Ad-hoc network},
	journal = {International Journal of Electrical and Computer Engineering},
	volume = {8},
	number = {1},
	year = {2018},
	pages = {26-33},
	doi = {10.11591/ijece.v8i1.pp26-33},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042920602\&doi=10.11591\%2fijece.v8i1.pp26-33\&partnerID=40\&md5=b4b2c8c95ff6ea605c6d376020831a06},
	author = {Sahnoun, A. and Habbani, A. and El Abbadi, J.}
}
@article {Sahnoun201826,
	title = {A coalition-formation game model for energy-efficient routing in mobile Ad-hoc network},
	journal = {International Journal of Electrical and Computer Engineering},
	volume = {8},
	number = {1},
	year = {2018},
	note = {cited By 0},
	pages = {26-33},
	abstract = {One of the most routing problems in Mobile Ad-hoc Network is the node{\textquoteright}s selfishness. Nodes are generally selfish and try to maximize their own benefit; hence these nodes refuse to forward packet on behalf of others to preserve their limited energy resources. This selfishness may lead to a low efficiency of routing. Therefore, it is important to study mechanisms which can be used encourage cooperation among nodes, to maintain the network efficiency. In this paper, we propose a cooperative game theoretic model to support more energy-aware and available bandwidth routing in MANET. We introduce a novel framework from coalitional-formation game theory, called hedonic coalition-formation game. We integrate this model to OLSR protocol that is an optimization over the classical link state protocol for the MANETs. Within each coalition, a coalition coordinator acts as a special MPR node to improve the energy efficient and the packet success rate of the transmission. Simulation results show how the proposed algorithm improve the performance in terms of the percentage of selected MPR nodes in the network, the percentage of alive nodes by time, and the Packet Delivery Ratio. Which prove that our proposed model leads, to better results compared to the classical OLSR. {\textcopyright} 2018 Institute of Advanced Engineering and Science.},
	doi = {10.11591/ijece.v8i1.pp26-33},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042920602\&doi=10.11591\%2fijece.v8i1.pp26-33\&partnerID=40\&md5=b4b2c8c95ff6ea605c6d376020831a06},
	author = {Sahnoun, A. and Habbani, A. and El Abbadi, J.}
}
@article {Touhafi2018,
	title = {CoderLabs: A cloud-based platform for real-time online labs with user collaboration},
	journal = {Concurrency Computation},
	year = {2018},
	note = {cited By 0; Article in Press},
	abstract = {In this paper, we describe the architecture of a collaborative and real-time environment for remote experiments. We also introduce a web-based remote lab composer, which allows the interconnection and exchange of data between remote laboratories. The environment is created with web standards as HTML5 such that no plug-in needs to be installed by the user. Users are able to use the remote lab simultaneously and in collaboration. This collaboration between users is made feasible by adopting a message broker. We will discuss how Google Coder is used to develop, change, or create a user interface for a remote experiment and how the labs can be shared in the cloud. Our newest addition to this research consists of a drag and drop lab composer, which allows Lab-developers to use standard widgets, data-visualization tools, and data-ports to compose complex remote labs. A lab-composer engine is developed to automate the coupling of the physical instances and collect the data to be visualized. The principles behind our lab-composer engine are explained in the last part of the paper. {\textcopyright} 2018 John Wiley \& Sons, Ltd.},
	doi = {10.1002/cpe.4377},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040200242\&doi=10.1002\%2fcpe.4377\&partnerID=40\&md5=87ce9e075bf09d4169586e7b239f683e},
	author = {Touhafi, A. and Braeken, A. and Tahiri, A. and Zbakh, M.}
}
@article {Touhafi2018,
	title = {Coderlabs: A cloud-based platform for real-time online labs with user collaboration},
	journal = {Concurrency Computation},
	volume = {30},
	number = {12},
	year = {2018},
	doi = {10.1002/cpe.4377},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040200242\&doi=10.1002\%2fcpe.4377\&partnerID=40\&md5=87ce9e075bf09d4169586e7b239f683e},
	author = {Touhafi, A. and Braeken, A. and Tahiri, A. and Zbakh, M.}
}
@conference {Bennani2018152,
	title = {Collaborative model-based matching of heterogeneous models},
	booktitle = {Proceedings of the 2018 IEEE 22nd International Conference on Computer Supported Cooperative Work in Design, CSCWD 2018},
	year = {2018},
	pages = {152-157},
	doi = {10.1109/CSCWD.2018.8465228},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054369642\&doi=10.1109\%2fCSCWD.2018.8465228\&partnerID=40\&md5=5c36a33efe1da810c568cd8ac7f96749},
	author = {Bennani, S. and El Hamlaoui, M. and Nassar, M. and Ebersold, S. and Coulette, B.}
}
@conference {Fdaili2018,
	title = {Comparative Study of MPPT and Pitch Angle Control Strategies for a Wind Energy Conversion System},
	booktitle = {Proceedings of 2017 International Renewable and Sustainable Energy Conference, IRSEC 2017},
	year = {2018},
	doi = {10.1109/IRSEC.2017.8477291},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055865278\&doi=10.1109\%2fIRSEC.2017.8477291\&partnerID=40\&md5=249347eb3bf4485d377aaba5bb045213},
	author = {Fdaili, M. and Essadki, A. and Nadour, M. and Nasser, T.}
}
@article {Chakib2018964,
	title = {A comparative study of PI, RST and ADRC control strategies of a doubly fed induction generator based wind energy conversion system},
	journal = {International Journal of Renewable Energy Research},
	volume = {8},
	number = {2},
	year = {2018},
	pages = {964-973},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85049094463\&partnerID=40\&md5=791f9ce9bd42424e44873787c9bae382},
	author = {Chakib, M. and Essadki, A. and Nasser, T.}
}
@article {Boughrous2018361,
	title = {A comparative study on access control models and security requirements in workflow systems},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {735},
	year = {2018},
	pages = {361-373},
	doi = {10.1007/978-3-319-76354-5_33},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85044028585\&doi=10.1007\%2f978-3-319-76354-5_33\&partnerID=40\&md5=851681ec1b732c7bb36870825ef48643},
	author = {Boughrous, M. and El Bakkali, H.}
}
@article {ElBouanani2018,
	title = {A comparative study on the performance of MIMO-STBC subject to Weibull fading channels},
	journal = {International Journal of Communication Systems},
	volume = {31},
	number = {13},
	year = {2018},
	doi = {10.1002/dac.3731},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050151260\&doi=10.1002\%2fdac.3731\&partnerID=40\&md5=efb690479e6947929ceb516348e1b439},
	author = {El Bouanani, F. and Bessate, A.}
}
@conference {Salah-Eddine2018130,
	title = {Computerised method of coping with technostress in organizational situation},
	booktitle = {2018 International Conference on Information Management and Processing, ICIMP 2018},
	volume = {2018-January},
	year = {2018},
	pages = {130-134},
	doi = {10.1109/ICIMP1.2018.8325854},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85051020956\&doi=10.1109\%2fICIMP1.2018.8325854\&partnerID=40\&md5=edfd6f6dbd98a85dea77c6b85c7adbe3},
	author = {Salah-Eddine, M. and El Hamlaoui, M. and Belaissaoui, M.}
}
@conference {MacHhour2018206,
	title = {Concatenate text embeddings for text classification},
	booktitle = {2017 International Conference on Internet of Things, Embedded Systems and Communications, IINTEC 2017 - Proceedings},
	volume = {2018-January},
	year = {2018},
	pages = {206-210},
	doi = {10.1109/IINTEC.2017.8325940},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050606189\&doi=10.1109\%2fIINTEC.2017.8325940\&partnerID=40\&md5=e76a80bf8a9cdf04c98aa3a746c22d4c},
	author = {Machhour, H. and Kassou, I.}
}
@conference {Sikal20181,
	title = {Configurable process mining: A comparative study},
	booktitle = {Proceedings of the 2018 International Conference on Optimization and Applications, ICOA 2018},
	year = {2018},
	pages = {1-6},
	doi = {10.1109/ICOA.2018.8370585},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048784383\&doi=10.1109\%2fICOA.2018.8370585\&partnerID=40\&md5=7c94107c941b68ce4932aa663659b32d},
	author = {Sikal, R. and Sba{\"\i}, H. and Kjiri, L.}
}
@conference {Sikal2018137,
	title = {Configurable Process Mining: Variability Discovery Approach},
	booktitle = {Colloquium in Information Science and Technology, CIST},
	volume = {2018-October},
	year = {2018},
	pages = {137-142},
	doi = {10.1109/CIST.2018.8596526},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85061447388\&doi=10.1109\%2fCIST.2018.8596526\&partnerID=40\&md5=74eec99e91001d7dee97e25a580cf92e},
	author = {Sikal, R. and Sba{\"\i}, H. and Kjiri, L.}
}
@conference {ElMouaatamid20181,
	title = {Construction and decoding of OSMLD codes derived from unital and oval designs},
	booktitle = {Proceedings - 2018 International Conference on Advanced Communication Technologies and Networking, CommNet 2018},
	year = {2018},
	pages = {1-7},
	doi = {10.1109/COMMNET.2018.8360280},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048321116\&doi=10.1109\%2fCOMMNET.2018.8360280\&partnerID=40\&md5=238e55fa6938985018e8315edfbc71f3},
	author = {El Mouaatamid, O. and Lahmer, M. and Belkasmi, M.}
}
@article {Aylaj2018982,
	title = {Construction of regular quasi cyclic-low density parity check codes from cyclic codes},
	journal = {ARPN Journal of Engineering and Applied Sciences},
	volume = {13},
	number = {3},
	year = {2018},
	pages = {982-989},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042232450\&partnerID=40\&md5=28e1cbb2eff93cd7408cd2458e5dd3b4},
	author = {Aylaj, B. and Belkasmi, M. and Nouh, S. and Zouaki, H.}
}
@article {Aylaj2018982,
	title = {Construction of regular quasi cyclic-low density parity check codes from cyclic codes},
	journal = {ARPN Journal of Engineering and Applied Sciences},
	volume = {13},
	number = {3},
	year = {2018},
	note = {cited By 0},
	pages = {982-989},
	abstract = {Low Density Parity Check Codes (LDPC) are a class of linear error-correcting codes which have shown ability to approach or even to reach the capacity of the transmission channel. This class of code approaches asymptotically the fundamental limit of information theory more than the Turbo Convolutional codes. It{\textquoteright}s ideal for long distance transmission satellite, mobile communications and it{\textquoteright}s also used in storage systems. In this paper, a new method for constructing quasicyclic low density parity-check (QC-LDPC) codes derived from cyclic codes is presented. The proposed method reduces the incidence vectors, by eliminating the conjugates lines in parity-check matrix of the derived cyclic code to construct circulant shifting sub-matrices. In the end, this method produces a large class of regular LDPC codes of quasi-cyclic structure having very low density, high coding rates and Tanner graphs which have no short cycles with girth of at least 6. Performance with computer simulations are also shown in this work for some constructed codes. {\textcopyright} 2006-2018 Asian Research Publishing Network (ARPN).},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85042232450\&partnerID=40\&md5=28e1cbb2eff93cd7408cd2458e5dd3b4},
	author = {Aylaj, B. and Belkasmi, M. and Nouh, S. and Zouaki, H.}
}
@article {Bentaleb2018311,
	title = {Context-aware for service composition optimization in cloud computing},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {640},
	year = {2018},
	pages = {311-321},
	doi = {10.1007/978-3-319-64719-7_26},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037870178\&doi=10.1007\%2f978-3-319-64719-7_26\&partnerID=40\&md5=ad29c3c8c7d4cf0096b5a7b1bcbd4cf0},
	author = {Bentaleb, A. and Ettalbi, A.}
}
@article {Bentaleb2018311,
	title = {Context-aware for service composition optimization in cloud computing},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {640},
	year = {2018},
	note = {cited By 0},
	pages = {311-321},
	abstract = {Web services nowadays are much more available with several implementations and purposes in the Cloud. These Web services could do the same tasks but may differ in quality of service. Furthermore, some of these Web services are not always relevant to use in some contexts. Providers are likely interested to offer more complex Web services through combining raw Web services from the Cloud to improve services and benefits. Therefore, a significant research problem is how to select the best candidate service from a collection of services and to take into account the respect of service level agreement made by the customer and the provider. On the other hand, ensuring the relevance of the Web services for users is very important. In our paper, we propose a composition model architecture based on Cloud SaaS that takes not only the QoS of service, but also Cloud computing and context-awareness aspect of the composition into consideration. Tests and simulations are made to prove the solution effectiveness. {\textcopyright} Springer International Publishing AG 2018.},
	doi = {10.1007/978-3-319-64719-7_26},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037870178\&doi=10.1007\%2f978-3-319-64719-7_26\&partnerID=40\&md5=ad29c3c8c7d4cf0096b5a7b1bcbd4cf0},
	author = {Bentaleb, A. and Ettalbi, A.}
}
@conference {Lachhab2018694,
	title = {A Context-Driven Approach using IoT and Big Data Technologies for Controlling HVAC Systems},
	booktitle = {2018 5th International Conference on Control, Decision and Information Technologies, CoDIT 2018},
	year = {2018},
	pages = {694-699},
	doi = {10.1109/CoDIT.2018.8394823},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050181848\&doi=10.1109\%2fCoDIT.2018.8394823\&partnerID=40\&md5=ff44ab22f61f614bb2aa03515fbbcdf9},
	author = {Lachhab, F. and Malek, Y.N. and Bakhouya, M. and Ouladsine, R. and Essaaidi, M.}
}
@conference {Imgharene2018905,
	title = {Continuous Alignment Business IT by factor agility},
	booktitle = {2018 5th International Conference on Control, Decision and Information Technologies, CoDIT 2018},
	year = {2018},
	pages = {905-909},
	doi = {10.1109/CoDIT.2018.8394952},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050204853\&doi=10.1109\%2fCoDIT.2018.8394952\&partnerID=40\&md5=e1841a28744a82a487258a0972849f18},
	author = {Imgharene, K. and Doumi, K. and Baina, S.}
}
@conference {Assila20181345,
	title = {A Cournot Economic Pricing Model for Caching Resource Management in 5G Wireless Networks},
	booktitle = {2018 14th International Wireless Communications and Mobile Computing Conference, IWCMC 2018},
	year = {2018},
	pages = {1345-1350},
	doi = {10.1109/IWCMC.2018.8450538},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85053888603\&doi=10.1109\%2fIWCMC.2018.8450538\&partnerID=40\&md5=7f9917ffc8d0c6f0be1c40a7bb027e30},
	author = {Assila, B. and Kobbane, A. and El Koutbi, M.}
}
@conference {Abouaomar2017,
	title = {Caching, device-to-device and fog computing in 5th cellular networks generation: Survey},
	booktitle = {Proceedings - 2017 International Conference on Wireless Networks and Mobile Communications, WINCOM 2017},
	year = {2017},
	note = {cited By 0},
	abstract = {Many researches and standardization work on the challenges that 5th networks generation raised from the radio perspective while employing advanced techniques such as massive MIMO (Multiple-Input-Multiple-Output) and CoMP (Cooperative Multi-points Processes). However the backhaul problems such as bottlenecks has emerged due to the deployment of ultradense and heavy traffic that should be connected to the core networks. In this paper we investigate the caching as a promising solution to deal with the backhaul problems and the offload of the network. By caching the content near the users, at the base stations or at the device side via device-to-device communications or in advanced architecture of the cloud (In the Fog) is a promising solution to bring the interesting content closer to the users. Caching techniques are many, in this paper we grouped the most interesting ones with regard to different architectures, considering the cases and the quality of the solutions. {\textcopyright} 2017 IEEE.},
	doi = {10.1109/WINCOM.2017.8238174},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041450036\&doi=10.1109\%2fWINCOM.2017.8238174\&partnerID=40\&md5=08c633efad0f6759f14c9373be0f0b07},
	author = {Abouaomar, A. and Filali, A. and Kobbane, A.}
}
@conference {Kamal201799,
	title = {Car recognition using the bag of features method},
	booktitle = {International Conference on Multimedia Computing and Systems -Proceedings},
	year = {2017},
	note = {cited By 0},
	pages = {99-102},
	abstract = {In this paper, we apply the bag of features method to the car make and model recognition problem. In our implementation of the method, we use the LARS algorithm to optimize the quadratic problem known as the Lasso and by doing so we generate the dictionary of words. That dictionary is then used in conjuction to an image database to obtain a feature vector (each image yields one feature vector), said feature vector is then fed to an supervised classification algorithm (in our case an SVM). {\textcopyright} 2016 IEEE.},
	doi = {10.1109/ICMCS.2016.7905554},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019159309\&doi=10.1109\%2fICMCS.2016.7905554\&partnerID=40\&md5=7fed66861fc86215dbdbd5a09e4f7f6b},
	author = {Kamal, I. and Oubaha, J.}
}
@article {Zbakh2017,
	title = {Cloud computing and big data: Technologies and applications},
	journal = {Concurrency Computation},
	volume = {29},
	number = {11},
	year = {2017},
	note = {cited By 0},
	doi = {10.1002/cpe.4090},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016746583\&doi=10.1002\%2fcpe.4090\&partnerID=40\&md5=9141a8028ba6f3210a8167cfdc5f9bc2},
	author = {Zbakh, M. and Bakhouya, M. and Essaaidi, M.}
}
@conference {ElHadj2017548,
	title = {Clustering-based approach for anomaly detection in XACML policies},
	booktitle = {ICETE 2017 - Proceedings of the 14th International Joint Conference on e-Business and Telecommunications},
	volume = {4},
	year = {2017},
	note = {cited By 0},
	pages = {548-553},
	abstract = {The development of distributed applications arises multiple security issues such as access control. Attribute-Based Access Control has been proposed as a generic access control model, which provides more flexibility and promotes information and security sharing. eXtensible Access Control Markup Language (XACML) is the most convenient way to express ABAC policies. However, in distributed environments, XACML policies become more complex and hard to manage. In fact, an XACML policy in distributed applications may be aggregated from multiple parties and can be managed by more than one administrator. Therefore, it may contain several anomalies such as conflicts and redundancies, which may affect the performance of the policy execution. In this paper, we propose an anomaly detection method based on the decomposition of a policy into clusters before searching anomalies within each cluster. Our evaluation results demonstrate the efficiency of the suggested approach. Copyright {\textcopyright} 2017 by SCITEPRESS - Science and Technology Publications, Lda. All rights reserved.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029414026\&partnerID=40\&md5=133521fca6a95f8238cfc3b777dd3534},
	author = {El Hadj, M.A. and Ayache, M. and Benkaouz, Y. and Khoumsi, A. and Erradi, M.}
}
@conference {Touhafi2017317,
	title = {CoderLabs: A cloud based platform for real time online labs with user collaboration},
	booktitle = {Proceedings of 2016 International Conference on Cloud Computing Technologies and Applications, CloudTech 2016},
	year = {2017},
	note = {cited By 0},
	pages = {317-324},
	abstract = {In this paper we describe the architecture of a real time environment for numerous remote experiments. The environment is created with web standards as HTML5 such that no plug-in needs to be installed by the user. Users are able to use the remote lab simultaneously and in collaboration. This collaboration between users is made feasible by adopting a message broker. Finally, by using Google Coder, developers can easily change or create the user interface of their remote experiments and share experiments in the cloud. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/CloudTech.2016.7847716},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013760325\&doi=10.1109\%2fCloudTech.2016.7847716\&partnerID=40\&md5=a6e262cd949bd66450aa627b3aa53c03},
	author = {Touhafi, A. and Braeken, A. and Tahiri, A. and Zbakh, M.}
}
@conference {Zerrouk2017,
	title = {Collaborative modelling: An MDE-oriented process to manage large-scale models},
	booktitle = {2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems, WITS 2017},
	year = {2017},
	note = {cited By 0},
	abstract = {The application of Model Driven Engineering in an industrial context implies working with large models, hence the need for collaborative modeling. Each developer focuses on a part of the large model and may manipulate it independently. As each part evolves rapidly and concurrently due to changes made by different designers, inconsistencies may occur. This work aims to provide support for dealing with concurrent changes. We propose a metamodel for the description of large models, and we also propose a process for the management of concurrent changes. {\textcopyright} 2017 IEEE.},
	doi = {10.1109/WITS.2017.7934626},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021631540\&doi=10.1109\%2fWITS.2017.7934626\&partnerID=40\&md5=21c3bf573defa27ec9db8cab24e64611},
	author = {Zerrouk, M. and Anwar, A. and Benelallam, I. and Elhamlaoui, M.}
}
@conference {Enaanai2017,
	title = {The collaborative relevance in the distributed information retrieval},
	booktitle = {Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA},
	year = {2017},
	note = {cited By 0},
	abstract = {Relevance is one of the most interesting topics in the information retrieval domain. In this paper, we introduce another method of relevance calculation. We propose to use the implicit opinion of users to calculate relevance. The Implicit judgment of users is injected to the documents by calculating different kinds of weighting. These latter touch several criteria like as user{\textquoteright}s weight in the query{\textquoteright}s words, user{\textquoteright}s profile, user{\textquoteright}s interest, document{\textquoteright}s content and the document popularity. In this method, each user is an active element of the system, he searches documents and he makes treatments to provide relevant information to other users in the Network. This is similar as the peer-to-peer systems; unlike that, an element (user) have to manage automatically his data by creating a short view model of his most visited documents, and calculates his relative relevance about each one. The relative relevance is variable according each user, so the final relevance is calculated by the averaging of the elementary relevance of all users. Hence, the name of collaborative relevance. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/AICCSA.2016.7945827},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85021875857\&doi=10.1109\%2fAICCSA.2016.7945827\&partnerID=40\&md5=24987a90a9345c06f11af61bc9d9e4c3},
	author = {Enaanai, A. and Doukkali, A.S. and Saif, I. and Moutachaouik, H. and Hain, M.}
}
@article {Achchab2017226,
	title = {A combination of regression techniques and cuckoo search algorithm for FOREX speculation},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {569},
	year = {2017},
	note = {cited By 0},
	pages = {226-235},
	abstract = {This paper describes a hybrid model formed by a mixture of regression techniques and Cuckoo Search algorithm to speculate USD/EUR variations. Inspired by ARMA model we propose a dataset composed of historical data of USD/EUR and (JYN, EUR and BRP) variations. The dataset is used to train four regression algorithms: Multiple linear regression, Support vector regression, Partial Least Squares regression and CRT regression tree; the generated regression weights of these algorithms will be used as inputs to Cuckoo Search algorithm. The effectiveness of the proposed system against classical regression algorithms is confirmed by experiments on exchange rate prediction within the period from January 2014 to January 2016. {\textcopyright} Springer International Publishing AG 2017.},
	doi = {10.1007/978-3-319-56535-4_23},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018486816\&doi=10.1007\%2f978-3-319-56535-4_23\&partnerID=40\&md5=8ec7dbda07a48707f78a6b186721c9bf},
	author = {Achchab, S. and Bencharef, O. and Ouaarab, A.}
}
@conference {Elkhyari201719,
	title = {Combining constraint programming and genetic algorithm for dynamic scheduling problems},
	booktitle = {2017 International Colloquium on Logistics and Supply Chain Management: Competitiveness and Innovation in Automobile and Aeronautics Industries, LOGISTIQUA 2017},
	year = {2017},
	note = {cited By 0},
	pages = {19-24},
	abstract = {This paper introduces a new method based on constraint programming (CP) and genetic algorithm (GA) for solving dynamic scheduling problems. The proposed approach allows us to handle scheduling problems with large sizes (i.e. search spaces are too large). Our idea is to break up the search space into disjoined sub-spaces by the genetic algorithm. To each individual of the population is associated a sub-space. Each sub-space is represented by a sub-CSP which is easier to solve than the original scheduling problem. Our first experimentations are addressed to the Endoscopy Unit scheduling in dynamic way. {\textcopyright} 2017 IEEE.},
	doi = {10.1109/LOGISTIQUA.2017.7962867},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85026635770\&doi=10.1109\%2fLOGISTIQUA.2017.7962867\&partnerID=40\&md5=4564dfc4f2b976af00a026b36127e625},
	author = {Elkhyari, A. and Bellabdaoui, A.}
}
@article {Nadour20171307,
	title = {Comparative analysis between PI \& backstepping control strategies of DFIG driven by wind turbine},
	journal = {International Journal of Renewable Energy Research},
	volume = {7},
	number = {3},
	year = {2017},
	note = {cited By 2},
	pages = {1307-1316},
	abstract = {This paper presents the modelling and control designs of Double-Fed Induction Generator (DFIG) integrated into a wind energy conversion system (WECS). The aim is to design and compare two distinct strategies of controlling independently the active and the reactive power generated by a DFIG, in order to conclude on their performances. In first place, a modelling of wind turbine and DFIG is presented. Then, the PI controller, the Backstepping approach and a maximum power point tracking (MPPT) strategy used to extract the maximum of power during the conversion are developed. Simulations results show significantly improved performances of the proposed backstepping approach over the Proportional-Integral controller, in terms of dynamic response, disturbance rejection, and robustness against parametric variations. The systems performances were tested and compared using Matlab/Simulink Software.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029786983\&partnerID=40\&md5=c7eee5e71718beaa28efd4b27d40171d},
	author = {Nadour, M. and Essadki, A. and Nasser, T.}
}
@conference {Verma2017155,
	title = {Comprehensive method for detecting phishing emails using correlation-based analysis and user participation},
	booktitle = {CODASPY 2017 - Proceedings of the 7th ACM Conference on Data and Application Security and Privacy},
	year = {2017},
	note = {cited By 0},
	pages = {155-157},
	abstract = {Phishing email has become a popular solution among attack- ers to steal all kinds of data from people and easily breach organizations{\textquoteright} security system. Hackers use multiple tech- niques and tricks to raise the chances of success of their attacks, like using information found on social networking websites to tailor their emails to the target{\textquoteright}s interests, or targeting employees of an organization who probably can{\textquoteright}t spot a phishing email or malicious websites and avoid sending emails to IT people or employees from Security depart- ment. In this paper we focus on analyzing the coherence of information contained in the different parts of the email: Header, Body, and URLs. After analyzing multiple phish- ing emails we discovered that there is always incoherence between these different parts. We created a comprehensive method which uses a set of rules that correlates the infor- mation collected from analyzing the header, body and URLs of the email and can even include the user in the detection process. We take into account that there is no such thing called perfection, so even if an email is classified as legit-imate, our system will still send a warning to the user if the email is suspicious enough. This way even if a phishing email manages to escape our system, the user can still be protected. {\textcopyright} 2017 ACM.},
	doi = {10.1145/3029806.3029842},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018511154\&doi=10.1145\%2f3029806.3029842\&partnerID=40\&md5=abca7a2730527a04bc2711d3b798aaab},
	author = {Verma, R. and Aassal, A.E.}
}
@article {Slimani2017144,
	title = {Configuration and implementation of a daily artificial neural network-based forecasting system using real supermarket data},
	journal = {International Journal of Logistics Systems and Management},
	volume = {28},
	number = {2},
	year = {2017},
	note = {cited By 0},
	pages = {144-163},
	abstract = {The purpose of any effective supply chain is to find balance between supply and demand by coordinating all internal and external processes in order to ensure delivery of the right product, to the right customer, at the best time and with the optimal cost. Therefore, the estimation of future demand is one of the crucial tasks for any organisation of the supply chain system who has to make the correct decision in the appropriate time to enhance its commercial competitiveness. In an earlier study, where various artificial neural networks{\textquoteright} structures are compared including perceptron, adaline, no-propagation, multi layer perceptron (MLP) and radial basis function for demand forecasting, the results indicate that the MLP structure present the best forecasts with the optimal error. Consequently, this paper focuses on realising a daily demand predicting system in a supermarket using MLP by adding inputs including previous demand, days{\textquoteright} classification and average demand quantities. {\textcopyright} Copyright 2017 Inderscience Enterprises Ltd.},
	doi = {10.1504/IJLSM.2017.086345},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029227042\&doi=10.1504\%2fIJLSM.2017.086345\&partnerID=40\&md5=ccd93c50554b8b201bac46a1363f9953},
	author = {Slimani, I. and El Farissi, I. and Achchab, S.}
}
@article {Khelifa2017937,
	title = {Constructing accurate and robust HMM/GMM models for an Arabic speech recognition system},
	journal = {International Journal of Speech Technology},
	volume = {20},
	number = {4},
	year = {2017},
	note = {cited By 0},
	pages = {937-949},
	abstract = {Conventional Hidden Markov Model (HMM) based Automatic Speech Recognition (ASR) systems generally utilize cepstral features as acoustic observation and phonemes as basic linguistic units. Some of the most powerful features currently used in ASR systems are Mel-Frequency Cepstral Coefficients (MFCCs). Speech recognition is inherently complicated due to the variability in the speech signal which includes within- and across-speaker variability. This leads to several kinds of mismatch between acoustic features and acoustic models and hence degrades the system performance. The sensitivity of MFCCs to speech signal variability motivates many researchers to investigate the use of a new set of speech feature parameters in order to make the acoustic models more robust to this variability and thus improve the system performance. The combination of diverse acoustic feature sets has great potential to enhance the performance of ASR systems. This paper is a part of ongoing research efforts aspiring to build an accurate Arabic ASR system for teaching and learning purposes. It addresses the integration of complementary features into standard HMMs for the purpose to make them more robust and thus improve their recognition accuracies. The complementary features which have been investigated in this work are voiced formants and Pitch in combination with conventional MFCC features. A series of experimentations under various combination strategies were performed to determine which of these integrated features can significantly improve systems performance. The Cambridge HTK tools were used as a development environment of the system and experimental results showed that the error rate was successfully decreased, the achieved results seem very promising, even without using language models. {\textcopyright} 2017, Springer Science+Business Media, LLC.},
	doi = {10.1007/s10772-017-9456-7},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029588089\&doi=10.1007\%2fs10772-017-9456-7\&partnerID=40\&md5=2479bd9e84585d976f41dd5488eb12c2},
	author = {Khelifa, M.O.M. and Elhadj, Y.M. and Abdellah, Y. and Belkasmi, M.}
}
@conference {Rkizat2017,
	title = {Construction and iterative threshold decoding for low rates Quasi-Cyclic One Step Majority logic decodable codes},
	booktitle = {2016 International Conference on Advanced Communication Systems and Information Security, ACOSIS 2016 - Proceedings},
	year = {2017},
	note = {cited By 0},
	abstract = {This paper investigates the construction and iterative threshold decoding of low rate Quasi-Cyclic One Step Majority logic codes based on combinatorial designs. These codes are constructed with two type of difference family: cyclic disjoint difference sets and cyclic disjoint difference family. They can be encoded with low complexity, and perform very well when decoded with the Iterative threshold decoding (ITD) algorithm. We present an amelioration of ITD algorithm for decoding these codes. This algorithm modification can be applicable for every code rate. The performances of this algorithm for decoding these codes on Additive White Gaussian Noise (AWGN) channel, is investigated. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/ACOSIS.2016.7843944},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015226293\&doi=10.1109\%2fACOSIS.2016.7843944\&partnerID=40\&md5=c6afb690075fcd98594cbdf6ea4475be},
	author = {Rkizat, K. and Lahmer, M. and Belkasmi, M. and Nouh, S.}
}
@conference {ElFarissi2017122,
	title = {Coordination by sharing demand forecasts in a supply chain using game theoretic approach},
	booktitle = {Colloquium in Information Science and Technology, CIST},
	year = {2017},
	note = {cited By 0},
	pages = {122-127},
	abstract = {Through the literature, authors give a considerable attention to game theory because of its wide range of applications in various fields including economics, political science, psychology or biology. The aim of this case study is to employ game theoretic approach to model information sharing as a coordination mechanism in a basic two-echelon supply chain composed of a single retailer and a single supplier. This paper is the sequel of previous works; where demand is forecasted based on historical data of a supermarket in Morocco using the Multi Layer Perceptron structure of the artificial neural networks. Nevertheless, this work focuses on the implementation of the obtained forecasting results in the studied system modeled as a game of two players with asymmetric and imperfect information, in order to find the equilibrium of the game that guaranties maximum payoff for both players. In fact, this is what game theory is all about. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/CIST.2016.7805028},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85010210515\&doi=10.1109\%2fCIST.2016.7805028\&partnerID=40\&md5=79f1785352cd1586a09b76b45cdd93d1},
	author = {El Farissi, I. and Slimani, I. and Achchab, S.}
}
@conference {ElFarissi2017122,
	title = {Coordination by sharing demand forecasts in a supply chain using game theoretic approach},
	booktitle = {Colloquium in Information Science and Technology, CIST},
	year = {2017},
	note = {cited By 0},
	pages = {122-127},
	abstract = {Through the literature, authors give a considerable attention to game theory because of its wide range of applications in various fields including economics, political science, psychology or biology. The aim of this case study is to employ game theoretic approach to model information sharing as a coordination mechanism in a basic two-echelon supply chain composed of a single retailer and a single supplier. This paper is the sequel of previous works; where demand is forecasted based on historical data of a supermarket in Morocco using the Multi Layer Perceptron structure of the artificial neural networks. Nevertheless, this work focuses on the implementation of the obtained forecasting results in the studied system modeled as a game of two players with asymmetric and imperfect information, in order to find the equilibrium of the game that guaranties maximum payoff for both players. In fact, this is what game theory is all about. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/CIST.2016.7805028},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85010210515\&doi=10.1109\%2fCIST.2016.7805028\&partnerID=40\&md5=79f1785352cd1586a09b76b45cdd93d1},
	author = {El Farissi, I.a and Slimani, I.b and Achchab, S.a}
}
@article {Chaker20174221,
	title = {A critical evaluation of the sustainability balanced scorecard as a decision aid framework},
	journal = {International Journal of Applied Engineering Research},
	volume = {12},
	number = {14},
	year = {2017},
	note = {cited By 1},
	pages = {4221-4237},
	abstract = {Despite being one of the most renowned systemic thinking decision aid frameworks in sustainability management, the Sustainability Balanced Scorecard (SBSC) suffers from a fragmented literature on architecture design methodologies. These often depend on the modeler{\textquoteright}s viewpoint, contextual inputs and subjective assessment. A structured critical analysis of the existing architectures and their construction methodologies can make a clear contribution to this field of research. In this paper, we initially present an overview of the major decision aid frameworks used in sustainability management which we classify in two categories: operational methods and systemic approaches. Then, we focus on the SBSC and conduct a critical evaluation of this decision aid framework{\textquoteright}s key features and architectures in order to depict the most salient characteristics and conceptual flaws. We propose consequently some research directions for the construction of more promising SBSCs. {\textcopyright} Research India Publications.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029221715\&partnerID=40\&md5=22c30531087947f877090ca4870d9edf},
	author = {Chaker, F. and Janati Idrissi, M.A. and El Manouar, A.}
}
@conference {Sayagh2017255,
	title = {On cross-stack configuration errors},
	booktitle = {Proceedings - 2017 IEEE/ACM 39th International Conference on Software Engineering, ICSE 2017},
	year = {2017},
	note = {cited By 0},
	pages = {255-265},
	abstract = {Today{\textquoteright}s web applications are deployed on powerful software stacks such as MEAN (JavaScript) or LAMP (PHP), which consist of multiple layers such as an operating system, web server, database, execution engine and application framework, each of which provide resources to the layer just above it. These powerful software stacks unfortunately are plagued by so-called cross-stack configuration errors (CsCEs), where a higher layer in the stack suddenly starts to behave incorrectly or even crash due to incorrect configuration choices in lower layers. Due to differences in programming languages and lack of explicit links between configuration options of different layers, sysadmins and developers have a hard time identifying the cause of a CsCE, which is why this paper (1) performs a qualitative analysis of 1,082 configuration errors to understand the impact, effort and complexity of dealing with CsCEs, then (2) proposes a modular approach that plugs existing source code analysis (slicing) techniques, in order to recommend the culprit configuration option. Empirical evaluation of this approach on 36 real CsCEs of the top 3 LAMP stack layers shows that our approach reports the misconfigured option with an average rank of 2.18 for 32 of the CsCEs, and takes only few minutes, making it practically useful. {\textcopyright} 2017 IEEE.},
	doi = {10.1109/ICSE.2017.31},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027717403\&doi=10.1109\%2fICSE.2017.31\&partnerID=40\&md5=fa56524dafc8d93876ecd8c56f396da3},
	author = {Sayagh, M. and Kerzazi, N. and Adams, B.}
}
@conference {Elaalyani2017,
	title = {Current trends in text-spotting},
	booktitle = {Proceedings - 2017 International Conference on Wireless Networks and Mobile Communications, WINCOM 2017},
	year = {2017},
	note = {cited By 0},
	abstract = {Text spotting, i.e., the localization and recognition of text occurrences in natural images and videos, is a challenging problem in computer vision. Important applications of text spotting are: video indexing, retrieval and search, the support of blind persons in finding their way in unknown environments and reading street and shop signs for autonomously driving vehicles or car license plate recognition in traffic control systems. Recently, the use of deep convolutional neural networks as well as recognizing whole words instead of single characters led to significant progress in the field of text spotting. Furthermore, there is a tendency towards merging and unifying the single steps of the text spotting pipeline. Despite current progress, it is still difficult to recognize in-scene text in comparison to overlaid text. This work gives an overview of the state-of-the-art in text spotting and highlights current breakthroughs and trends. {\textcopyright} 2017 IEEE.},
	doi = {10.1109/WINCOM.2017.8238215},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041435238\&doi=10.1109\%2fWINCOM.2017.8238215\&partnerID=40\&md5=a2aecbf47ec51f3f316606d512724a5a},
	author = {Elaalyani, I. and Erradi, M. and M{\"u}hling, M. and Freisleben, B.}
}
@article {Kadi20161,
	title = {Cardiovascular dysautonomias diagnosis using crisp and fuzzy decision tree: A comparative study},
	journal = {Studies in Health Technology and Informatics},
	volume = {223},
	year = {2016},
	note = {cited By 1},
	pages = {1-8},
	abstract = {Decision trees (DTs) are one of the most popular techniques for learning classification systems, especially when it comes to learning from discrete examples. In real world, many data occurred in a fuzzy form. Hence a DT must be able to deal with such fuzzy data. In fact, integrating fuzzy logic when dealing with imprecise and uncertain data allows reducing uncertainty and providing the ability to model fine knowledge details. In this paper, a fuzzy decision tree (FDT) algorithm was applied on a dataset extracted from the ANS (Autonomic Nervous System) unit of the Moroccan university hospital Avicenne. This unit is specialized on performing several dynamic tests to diagnose patients with autonomic disorder and suggest them the appropriate treatment. A set of fuzzy classifiers were generated using FID 3.4. The error rates of the generated FDTs were calculated to measure their performances. Moreover, a comparison between the error rates obtained using crisp and FDTs was carried out and has proved that the results of FDTs were better than those obtained using crisp DTs. {\textcopyright} 2016 The authors and IOS Press.},
	doi = {10.3233/978-1-61499-645-3-1},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84971622111\&doi=10.3233\%2f978-1-61499-645-3-1\&partnerID=40\&md5=cfdd88b310ce0f50679c1d487f776be3},
	author = {Kadi, I. and Idri, A.}
}
@conference { ISI:000385791400001,
	title = {Cardiovascular Dysautonomias Diagnosis Using Crisp and Fuzzy Decision Tree: A Comparative Study},
	booktitle = {HEALTH INFORMATICS MEETS EHEALTH},
	series = {Studies in Health Technology and Informatics},
	volume = {223},
	year = {2016},
	note = {10th eHealth Conference on Predictive Modeling in Healthcare - From Prediction to Prevention, Vienna, AUSTRIA, MAY 24-25, 2016},
	pages = {1-8},
	abstract = {Decision trees (DTs) are one of the most popular techniques for learning classification systems, especially when it comes to learning from discrete examples. In real world, many data occurred in a fuzzy form. Hence a DT must be able to deal with such fuzzy data. In fact, integrating fuzzy logic when dealing with imprecise and uncertain data allows reducing uncertainty and providing the ability to model fine knowledge details. In this paper, a fuzzy decision tree (FDT) algorithm was applied on a dataset extracted from the ANS (Autonomic Nervous System) unit of the Moroccan university hospital Avicenne. This unit is specialized on performing several dynamic tests to diagnose patients with autonomic disorder and suggest them the appropriate treatment. A set of fuzzy classifiers were generated using FID 3.4. The error rates of the generated FDTs were calculated to measure their performances. Moreover, a comparison between the error rates obtained using crisp and FDTs was carried out and has proved that the results of FDTs were better than those obtained using crisp DTs.},
	isbn = {978-1-61499-645-3; 978-1-61499-644-6},
	issn = {0926-9630},
	doi = {10.3233/978-1-61499-645-3-1},
	author = {Kadi, Ilham and Idri, Ali},
	editor = {Schreier, G and Ammenwerth, E and Horbst, A and Hayn, D}
}
@article {KamalIdrissi201642,
	title = {CKMSA: An anomaly detection process based on K-means and simulated annealing algorithms},
	journal = {International Review on Computers and Software},
	volume = {11},
	number = {1},
	year = {2016},
	note = {cited By 0},
	pages = {42-48},
	abstract = {In modern years, countless researchers are interested in anomaly detection techniques for building intrusion detection systems (IDS). Intrusion detection is a process of recognizing attacks and intrusions. The IDS key purpose is to classify the Regular and Intrusive activities. Anomaly based IDS are built on an approach including first training a system with data in order to establish a certain view of normality and then use the determined profile on actual data to flag non-conformities. However, those kinds of IDS are highly vulnerable to mistaken alerts and present at the same time a very low detection rate when the learning is performed on misclassified data. Therefore, the need for an underlying clustering algorithm, which can process optimally the data grouping, is on agenda. In our paper, we combined two methods of clustering and optimization, namely K-means and Simulated Annealing, in order to achieve a global optimum classification for the data subject to learning and consequently avoid being limited to local optimum solutions. The K-Means in this work is used in its semi-supervised variant in order to lessen the number of times that the algorithm is applied and thus keep our work likely to be used in real time context. The developed algorithm has produced satisfactory results when applied on NSL-KDD data set, the tests reveal this method can enhance the detection and misdetection rates of intrusion detection systems. {\textcopyright} 2016 Praise Worthy Prize S.r.l. - All rights reserved.},
	doi = {10.15866/irecos.v11i1.8272},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964303661\&doi=10.15866\%2firecos.v11i1.8272\&partnerID=40\&md5=513c0be5ae8455ca16c42fff3214e690},
	author = {Kamal Idrissi, H. and Kartit, Z. and Kartit, A. and El Marraki, M.}
}
@conference {Benali2016,
	title = {Cloud environment assignment: A context-aware and Dynamic Software Product Lines-based approach},
	booktitle = {Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA},
	volume = {2016-July},
	year = {2016},
	note = {cited By 0},
	abstract = {With the increase in number of mobile devices deployed in cloud computing, the demand of context-aware services to assign increases. Indeed, Information about the user{\textquoteright}s environment exposes new challenges to cloud computing in terms of location-aware, time-aware, device-aware and personalized applications to cope with the constraints of mobile devices in matters of interaction abilities and communication restrictions. In addition, the user also needs context information about services provided by the provider. For instance, the user can check the availability of service, the response time of service, the cost, quality of the service and quality of context information. This paper proposes a software framework which supports context-awareness behavior to assign services to Consumers and especially mobile users. This framework is based on Dynamic Software Product Line approach to handle this variability and adaptation in context at runtime. In fact, changes can occur in the application context requiring the cloud environment to be reconfigured, for instance, non-functional requirements like response-time, availability or pricing are violated. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/AICCSA.2015.7507225},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84980328145\&doi=10.1109\%2fAICCSA.2015.7507225\&partnerID=40\&md5=79647337f4c5ee7fcb4c6e501857840d},
	author = {Benali, A. and El Asri, B. and Kriouile, H.}
}
@article { ISI:000384105900002,
	title = {Coalitional game-based behavior analysis for spectrum access in cognitive radios},
	journal = {WIRELESS COMMUNICATIONS \& MOBILE COMPUTING},
	volume = {16},
	number = {14},
	year = {2016},
	month = {OCT 10},
	pages = {1910-1921},
	abstract = {The core of cognitive radio paradigm is to introduce cognitive devices able to opportunistically access the licensed radio bands. The coexistence of licensed and unlicensed users prescribes an effective spectrum hole-detection and a non-interfering sharing of those frequencies. Collaborative resource allocation and spectrum information exchange are required but often costly in terms of energy and delay. In this paper, each secondary user (SU) can achieve spectrum sensing and data transmission through a coalitional game-based mechanism. SUs are called upon to report their sensing results to the elected coalition head, which properly decides on the channel state and the transmitter in each time slot according to a proposed algorithm. The goal of this paper is to provide a more holistic view on the spectrum and enhance the cognitive system performance through SUs behavior analysis. We formulate the problem as a coalitional game in partition form with non-transferable utility, and we investigate on the impact of both coalition formation and the combining reports costs. We discuss the Nash Equilibrium solution for our coalitional game and propose a distributed strategic learning algorithm to illustrate a concrete case of coalition formation and the SUs competitive and cooperative behaviors inter-coalitions and intra-coalitions. We show through simulations that cognitive network performances, the energy consumption and transmission delay, improve evidently with the proposed scheme. Copyright (c) 2016 John Wiley \& Sons, Ltd.},
	issn = {1530-8669},
	doi = {10.1002/wcm.2658},
	author = {Belghiti, Imane Daha and Elmachkour, Mouna and Berrada, Ismail and Kobbane, Abdellatif and Ben-Othman, Jalel}
}
@article { ISI:000391049000006,
	title = {A Collaborative Task Role Based Access Control Model},
	journal = {JOURNAL OF INFORMATION ASSURANCE AND SECURITY},
	volume = {11},
	number = {6},
	year = {2016},
	pages = {348-358},
	abstract = {Cloud computing allows to move computing and storage components from individual systems into the cloud, which provides software and hardware services over the Internet. A collaborative application is among software services that can be provided by the cloud computing to enable collaboration among users from the same or different tenants. During such collaborations, the participants need to access and use resources held by other collaborating users. These resources often contain sensitive data. They are meant to be shared only during specific collaborative sessions. This paper proposes a Collaborative Task Role-Based Access Control CTRBAC1 model to ensures access control to the shared resources in a collaborative session in multi-tenants environments. The suggested C-TRBAC model is an extended version of RBAC in which new entities were added in order to support together: Collaboration in multi-tenant environment, active and passive access control and collaborative sessions. The suggested model has been implemented using Swift component in the open source cloud-computing platform {\textquoteleft}{\textquoteleft}OpenStack{{\textquoteright}{\textquoteright}}.},
	issn = {1554-1010},
	author = {Amine Madani, Mohamed and Erradi, Mohammed and Benkaouz, Yahya}
}
@conference {Oualhaj2016,
	title = {A college admissions game for content caching in heterogeneous delay tolerant networks},
	booktitle = {2016 23rd International Conference on Telecommunications, ICT 2016},
	year = {2016},
	note = {cited By 0},
	abstract = {In recent years, Delay Tolerant Networks (DTNs) have been successfully presented as a possible extension of the Internet architecture in order to provide communication support to existing networks. However, these networks have a major issue which is the coordination among relays. In this paper, we propose a novel mechanism source-relay association approach for heterogeneous DTNs that exploits the information about the history and predictability of the relay nodes while also we focus on the source packet dissemination to a destination using tow-hop relaying scheme, considering network resource constraints: the relay buffer, the packet life time, and the energy consumption according to the mobile technologies. We formulate the problem as a college admissions game in which a number of colleges, i.e., data source seek to recruit a number of students, i.e., relays nodes. In this game, the data source and relays nodes rank one another based on preference functions that capture the data sources need to optimize their utilities which are functions of packet success rate and delay. We propose a novel distributed algorithm that leads to a stable matching among data sources and relays nodes. We show that the proposed approach can yields the better performance improvement of the traffic among the source and destination node. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/ICT.2016.7500348},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84979210767\&doi=10.1109\%2fICT.2016.7500348\&partnerID=40\&md5=641b2fc904d804463ca747bb6dedfe63},
	author = {Oualhaj, O.A.a and Sabir, E.b and Kobbane, A.a c and Ben-Othman, J.c and Koutbi, M.E.a}
}
@conference { ISI:000386851600006,
	title = {A College Admissions Game for Content Caching in Heterogeneous Delay Tolerant Networks},
	booktitle = {2016 23RD INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS (ICT)},
	year = {2016},
	note = {23rd International Conference on Telecommunications (ICT), Thessaloniki, GREECE, MAY 16-18, 2016},
	abstract = {In recent years, Delay Tolerant Networks (DTNs) have been successfully presented as a possible extension of the Internet architecture in order to provide communication support to existing networks. However, these networks have a major issue which is the coordination among relays. In this paper, we propose a novel mechanism source-relay association approach for heterogeneous DTNs that exploits the information about the history and predictability of the relay nodes while also we focus on the source packet dissemination to a destination using tow-hop relaying scheme, considering network resource constraints: the relay buffer, the packet life time, and the energy consumption according to the mobile technologies. We formulate the problem as a college admissions game in which a number of colleges, i.e., data source seek to recruit a number of students, i.e., relays nodes. In this game, the data source and relays nodes rank one another based on preference functions that capture the data sources need to optimize their utilities which are functions of packet success rate and delay. We propose a novel distributed algorithm that leads to a stable matching among data sources and relays nodes. We show that the proposed approach can yields the better performance improvement of the traffic among the source and destination node.},
	isbn = {978-1-5090-1990-8},
	author = {Oualhaj, Omar Ait and Sabir, Essaid and Kobbane, Abdellatif and Ben-Othman, Jalel and El Koutbi, Mohammed}
}
@article {11390487420160301,
	title = {Co-located and distributed natural-language requirements specification: traditional versus reuse-based techniques.},
	journal = {Journal of Software: Evolution \& Process},
	volume = {28},
	number = {3},
	year = {2016},
	pages = {205 - 227},
	abstract = {Requirements Engineering (RE) includes processes intended to elicit, analyse, specify and validate systems and software requirements throughout the software life cycle. Mastering the principles of RE is key to achieving the goals of better, cheaper and quicker systems and software development projects. It is also important to be prepared to work with remote teammates, as distributed and global projects are becoming more common. This paper presents an experiment with a total of 31 students from two universities in Spain and Morocco who were assigned to either a co-located or a distributed team. Both traditional and reuse-based requirements specification techniques were applied by the participants to produce requirements documents. Their outcomes were then analysed, and the approaches were compared from the point of view of their effect on a set of performance-based and perception-based variables in co-located and distributed settings. We found significant differences in only productivi},
	keywords = {Computer software, Computer software development, experiment, global software development, internationalisation, Requirements engineering, requirements reuse, requirements specification, Software engineering, software engineering education, Specifications},
	issn = {20477473},
	url = {http://search.ebscohost.com/login.aspx?direct=true\&db=iih\&AN=113904874\&site=ehost-live},
	author = {de Gea, Juan M. Carrillo and Nicolas, Joaquin and Fernandez Aleman, Jose L. and Toval, Ambrosio and Ouhbi, Sofia and Idri, Ali}
}
@article {CarrilloDeGea2016205,
	title = {Co-located and distributed natural-language requirements specification: Traditional versus reuse-based techniques},
	journal = {Journal of Software: Evolution and Process},
	volume = {28},
	number = {3},
	year = {2016},
	note = {cited By 1},
	pages = {205-227},
	abstract = {{Requirements Engineering (RE) includes processes intended to elicit, analyse, specify and validate systems and software requirements throughout the software life cycle. Mastering the principles of RE is key to achieving the goals of better, cheaper and quicker systems and software development projects. It is also important to be prepared to work with remote teammates, as distributed and global projects are becoming more common. This paper presents an experiment with a total of 31 students from two universities in Spain and Morocco who were assigned to either a co-located or a distributed team. Both traditional and reuse-based requirements specification techniques were applied by the participants to produce requirements documents. Their outcomes were then analysed, and the approaches were compared from the point of view of their effect on a set of performance-based and perception-based variables in co-located and distributed settings. We found significant differences in only productivity (Z = -2.320},
	doi = {10.1002/smr.1772},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84977867180\&doi=10.1002\%2fsmr.1772\&partnerID=40\&md5=8d208a58af8dc0f155d3918e16591c20},
	author = {Carrillo de Gea, J.M.a and Nicol{\~A}{\textexclamdown}s, J.a and Fern{\~A}{\textexclamdown}ndez Alem{\~A}{\textexclamdown}n, J.L.a and Toval, A.a and Ouhbi, S.b and Idri, A.b}
}
@article { ISI:000372921700003,
	title = {Co-located and distributed natural-language requirements specification: traditional versus reuse-based techniques},
	journal = {JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS},
	volume = {28},
	number = {3},
	year = {2016},
	month = {MAR},
	pages = {205-227},
	abstract = {{Requirements Engineering (RE) includes processes intended to elicit, analyse, specify and validate systems and software requirements throughout the software life cycle. Mastering the principles of RE is key to achieving the goals of better, cheaper and quicker systems and software development projects. It is also important to be prepared to work with remote teammates, as distributed and global projects are becoming more common. This paper presents an experiment with a total of 31 students from two universities in Spain and Morocco who were assigned to either a co-located or a distributed team. Both traditional and reuse-based requirements specification techniques were applied by the participants to produce requirements documents. Their outcomes were then analysed, and the approaches were compared from the point of view of their effect on a set of performance-based and perception-based variables in co-located and distributed settings. We found significant differences in only productivity (Z=-2.320},
	issn = {2047-7473},
	doi = {10.1002/smr.1772},
	author = {Carrillo de Gea, Juan M. and Nicolas, Joaquin and Fernandez Aleman, Jose L. and Toval, Ambrosio and Ouhbi, Sofia and Idri, Ali}
}
@conference {Berkani2016623,
	title = {Compact Genetic Algorithms with larger tournament size for soft-decision decoding},
	booktitle = {International Conference on Intelligent Systems Design and Applications, ISDA},
	volume = {2016-June},
	year = {2016},
	note = {cited By 0},
	pages = {623-628},
	abstract = {The standard compact Genetic Algorithm uses competition between two individuals for which we calculate the objective function and the winner will be the one who gives the best value of this function. This work presents a new approach of compact Genetic Algorithm that uses more than just two vectors of competition; it introduces tournament selection with larger size using mutation. We apply this algorithm to solve dual domain soft-decision decoding problem. A performance study of the new decoder will be done and the results will be compared to another compact genetic decoder that uses higher selection pressure with randomly generated individuals. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/ISDA.2015.7489189},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978427919\&doi=10.1109\%2fISDA.2015.7489189\&partnerID=40\&md5=0b021f10df757f48d5d54c2fa5de9db2},
	author = {Berkani, A.a and Azouaoui, A.b and Belkasmi, M.a and Aylaj, B.b}
}
@article {Bianchini2016283,
	title = {A comparative study of inductive and transductive learning with feedforward neural networks},
	journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
	volume = {10037 LNAI},
	year = {2016},
	note = {cited By 0},
	pages = {283-293},
	abstract = {Traditional supervised approaches realize an inductive learning process: A model is learnt from labeled examples, in order to predict the labels of unseen examples. On the other hand, transductive learning is less ambitious. It can be thought as a procedure to learn the labels on a training set, while, simultaneously, trying to guess the best labels on the test set. Intuitively, transductive learning has the advantage of being able to directly use training patterns while deciding on a test pattern. Thus, transductive learning faces a simpler problem with respect to inductive learning. In this paper, we propose a preliminary comparative study between a simple transductive model and a pure inductive model, where the learning architectures are based on feedforward neural networks. The goal is to understand how transductive learning affects the complexity (measured by the number of hidden neurons) of the exploited neural networks. Preliminary experimental results are reported on the classical two spirals problem. {\textcopyright} Springer International Publishing AG 2016.},
	doi = {10.1007/978-3-319-49130-1_21},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85006009614\&doi=10.1007\%2f978-3-319-49130-1_21\&partnerID=40\&md5=0072365bc5774e0eec549d8f61a2ddc4},
	author = {Bianchini, M.a and Belahcen, A.b and Scarselli, F.a}
}
@conference {Rabii201693,
	title = {Comparison of e-readiness composite indicators},
	booktitle = {International Conference on Intelligent Systems Design and Applications, ISDA},
	volume = {2016-June},
	year = {2016},
	note = {cited By 0},
	pages = {93-97},
	abstract = {The e-readiness is an assessment tool designed to measure and analyse the level of ICT integration in development of country. Several tools of e-readiness using composite indicators approach to calculate the final index that characterizes the purpose of the e-readiness study. Based on selected individual indicators, composites can provide a way to benchmark and gauge the level of the countries{\textquoteright} economic progress. The main goal of this paper is to present a comparative study of the best-known e-readiness composite indicators based on some criteria such as: the estimation of missing data, normalization, weighting, and index calculation. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/ISDA.2015.7489207},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84978413865\&doi=10.1109\%2fISDA.2015.7489207\&partnerID=40\&md5=52bb4d0700b64cc2c3a5891d658ae5f3},
	author = {Rabii, L. and Abdelaziz, D.}
}
@conference {Slimani2016,
	title = {Configuration of daily demand predicting system based on neural networks},
	booktitle = {Proceedings of the 3rd IEEE International Conference on Logistics Operations Management, GOL 2016},
	year = {2016},
	note = {cited By 0},
	abstract = {Having a clear vision about future demand is a crucial key to enhance the commercial competitiveness to any efficient supply chain. However, demand forecasting is certainly not an easy task for a manager who had the choice between using traditional forecasting techniques encompassing time series methods, causal methods or simulation methods, or techniques based on artificial intelligence like artificial neural networks (ANNs), fuzzy logic or adaptive neuro fuzzy inference system (ANFIS). This paper focuses on the implementation and configuration of the artificial intelligence of neural networks, and more precisely the multi layer perceptron{\textquoteright}s structure, as a prediction system to produce daily demand forecasts based on historical demand information. The results indicate that adding new inputs to the neural network, in our case study, has a positive impact on the accuracy of the short term demand forecasting. In the numerical experimentation, the effectiveness of the proposed model is validated using is validated using a real-world data of a leader supermarket in Morocco. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/GOL.2016.7731709},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85001948885\&doi=10.1109\%2fGOL.2016.7731709\&partnerID=40\&md5=acdd39511da4d8415453e309226bc8c1},
	author = {Slimani, I.a and Farissi, I.E.b and Al-Qualsadi, S.A.a}
}
@conference { ISI:000392439200051,
	title = {Configuration of Daily Demand Predicting System Based on Neural Networks},
	booktitle = {PROCEEDINGS OF THE 3RD IEEE INTERNATIONAL CONFERENCE ON LOGISTICS OPERATIONS MANAGEMENT (GOL{\textquoteright}16)},
	year = {2016},
	note = {3rd IEEE International Conference on Logistics Operations Management (GOL), Fes, MOROCCO, MAY 23-25, 2016},
	publisher = {Sidi Mohammed Ben Abdellah Univ Fes, Fac Sci \& Technol; Mohammed V Univ Rabat, ENSIAS Sch; Univ Havre; IEEE},
	organization = {Sidi Mohammed Ben Abdellah Univ Fes, Fac Sci \& Technol; Mohammed V Univ Rabat, ENSIAS Sch; Univ Havre; IEEE},
	abstract = {Having a clear vision about future demand is a crucial key to enhance the commercial competitiveness to any efficient supply chain. However, demand forecasting is certainly not an easy task for a manager who had the choice between using traditional forecasting techniques encompassing time series methods, causal methods or simulation methods, or techniques based on artificial intelligence like artificial neural networks (ANNs), fuzzy logic or adaptive neuro fuzzy inference system (ANFIS). This paper focuses on the implementation and configuration of the artificial intelligence of neural networks, and more precisely the multi layer perceptron{\textquoteright}s structure, as a prediction system to produce daily demand forecasts based on historical demand information. The results indicate that adding new inputs to the neural network, in our case study, has a positive impact on the accuracy of the short term demand forecasting. In the numerical experimentation, the effectiveness of the proposed model is validated using is validated using a real-world data of a leader supermarket in Morocco.},
	isbn = {978-1-4673-8571-8},
	author = {Slimani, Ilham and El Farissi, Ilhame and Achchab, Said},
	editor = {Alaoui, AE and Benadada, Y and Boukachour, J}
}
@conference { ISI:000391354500061,
	title = {CPROB: A dynamic hybrid broadcasting protocol for Vehicular Ad hoc Networks},
	booktitle = {2016 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT)},
	year = {2016},
	note = {2nd International Conference on Electrical and Information Technologies (ICEIT), Tangier, MOROCCO, MAY 04-07, 2016},
	pages = {355-361},
	abstract = {Vehicular Ad-hoc networks VANETs is a sub-class of Mobile Ad-hoc networks MANETs that has many promising future applications. For example, VANETs can significantly reduce car deaths. In VANETs, nodes mainly communicate by broadcasting messages to each other. Such broadcasting needs to be designed carefully to minimize both congestion and latency. However, most prior broadcasting protocols minimize either congestion or latency, but not both. In this paper, we present CPROB, a new broadcasting algorithm for VANETs that minimizes both congestion and latency. We achieve this result by setting a key parameter (namely the waiting time before retransmission) based on the characteristics of the surrounding environment. Through NS2 simulations, we show that CPROB achieves 57\% less latency and comparable congestion than prior work in congested areas. In less congested areas, CPROB has a comparable performance to prior work.},
	isbn = {978-1-4673-8469-8},
	author = {Naja, Assia and Essaaidi, Mohammad and Boulmalf, Mohammed},
	editor = {Essaaidi, M and ElHani, S}
}
@conference {Naja2016355,
	title = {CPROB: A dynamic hybrid broadcasting protocol for vehicular Ad hoc networks},
	booktitle = {Proceedings of 2016 International Conference on Electrical and Information Technologies, ICEIT 2016},
	year = {2016},
	note = {cited By 0},
	pages = {355-361},
	abstract = {Vehicular Ad-hoc networks VANETs is a sub-class of Mobile Ad-hoc networks MANETs that has many promising future applications. For example, VANETs can significantly reduce car deaths. In VANETs, nodes mainly communicate by broadcasting messages to each other. Such broadcasting needs to be designed carefully to minimize both congestion and latency. However, most prior broadcasting protocols minimize either congestion or latency, but not both. In this paper, we present CPROB, a new broadcasting algorithm for VANETs that minimizes both congestion and latency. We achieve this result by setting a key parameter (namely the waiting time before retransmission) based on the characteristics of the surrounding environment. Through NS2 simulations, we show that CPROB achieves 57\% less latency and comparable congestion than prior work in congested areas. In less congested areas, CPROB has a comparable performance to prior work. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/EITech.2016.7519620},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84992170334\&doi=10.1109\%2fEITech.2016.7519620\&partnerID=40\&md5=522883c821dbf165e0cf68cef25f0a63},
	author = {Naja, A.a and Essaaidi, M.a and Boulmalf, M.b}
}
@conference {Et-Tolba2016140,
	title = {A cross-validation based semi-analytical performance evaluation for high order modulations},
	booktitle = {Proceedings - 2016 International Conference on Wireless Networks and Mobile Communications, WINCOM 2016: Green Communications and Networking},
	year = {2016},
	note = {cited By 0},
	pages = {140-145},
	abstract = {Higher order quadrature amplitude modulation (HOQAM) is one of the key technologies used in advanced mobile communication systems to achieve high data rates. However, in such systems, performance evaluation can be very complicated and time consuming due to the increase of constellation size. As a solution, a QAM scheme is seen as a combination of two pulse amplitude modulations (PAM). Nevertheless, the system remains complex especially with very high constellation sizes. Therefore, Monte-Carlo simulation method is impractical to obtain the expected system performance. In this paper, we propose a semi-Analytical performance evaluation methodology for a PAM modulation. Our approach is based on the probability density estimation using kernel technique in joint application with cross-validation (CV) criterion. We derive both semi-Analytical symbol error probability (SEP) and semi-Analytical bit error probability (BEP) for several modulation schemes. Simulation results show that, in terms of SEP and BEP metrics, our technique is accurate compared with theoretical error probabilities. {\textcopyright} 2016 IEEE.},
	doi = {10.1109/WINCOM.2016.7777205},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85010403967\&doi=10.1109\%2fWINCOM.2016.7777205\&partnerID=40\&md5=054454e5fcd4dcb08070936909531a01},
	author = {Et-Tolba, M.a and Naamane, F.E.b and Saoudi, S.c}
}
@conference { ISI:000391420400025,
	title = {A cross-validation based semi-analytical performance evaluation for high order modulations},
	booktitle = {2016 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM)},
	year = {2016},
	note = {International Conference on Wireless Networks and Mobile Communications (WINCOM), Fez, MOROCCO, OCT 26-29, 2016},
	pages = {P140-P145},
	publisher = {Univ Sidi Mohamed Ben Abdellah; FST FES; MobiTic; IEEE; IEEE Commun Soc; FSDM; ENSIAS; FST Mohammedia; CLusMed; TICSM Res Pole; Master Tec; CNRST; EBSA Fez; Mobit Assoc},
	organization = {Univ Sidi Mohamed Ben Abdellah; FST FES; MobiTic; IEEE; IEEE Commun Soc; FSDM; ENSIAS; FST Mohammedia; CLusMed; TICSM Res Pole; Master Tec; CNRST; EBSA Fez; Mobit Assoc},
	abstract = {Higher order quadrature amplitude modulation (HOQAM) is one of the key technologies used in advanced mobile communication systems to achieve high data rates. However, in such systems, performance evaluation can be very complicated and time consuming due to the increase of constellation size. As a solution, a QAM scheme is seen as a combination of two pulse amplitude modulations (PAM). Nevertheless, the system remains complex especially with very high constellation sizes. Therefore, Monte-Carlo simulation method is impractical to obtain the expected system performance. In this paper, we propose a semi-analytical performance evaluation methodology for a PAM modulation. Our approach is based on the probability density estimation using kernel technique in joint application with cross-validation (CV) criterion. We derive both semi-analytical symbol error probability (SEP) and semi-analytical bit error probability (BEP) for several modulation schemes. Simulation results show that, in terms of SEP and BEP metrics, our technique is accurate compared with theoretical error probabilities.},
	isbn = {978-1-5090-3837-4},
	author = {Et-tolba, Mohamed and Ezzahra Naamane, Fatima and Saoudi, Samir},
	editor = {ElKamili, M and Berrada, I and Badri, A and Ghennioui, H}
}
@article {Labbi201645,
	title = {Cryptographic algorithm approach for low cost RFID systems},
	journal = {Lecture Notes in Electrical Engineering},
	volume = {380},
	year = {2016},
	note = {cited By 0},
	pages = {45-54},
	abstract = {Today the security of RFID systems is a very important issue especially for low cost RFID tags. Then, it is difficult for several researchers to adopt a strong encryption algorithm due to the extremely limited computational, storage and communication abilities of the tag. So, the priority in RFID systems is to ensure the integrity, confidentiality and authentication of messages using different algorithms (such as encryption and hashing algorithm). In this paper, we propose a lightweight symmetric key encryption approach that includes integrity as part of the encryption process in order to meet the resource limitations of low cost RFID tags. Furthermore we do not need to use separate hash functions to verify message integrity, thus leading to increase the computational efficiency of the system. {\textcopyright} Springer International Publishing Switzerland 2016.},
	doi = {10.1007/978-3-319-30301-7_6},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84964556474\&doi=10.1007\%2f978-3-319-30301-7_6\&partnerID=40\&md5=f73dc7340fe5d1492eb5cf9011c70a9e},
	author = {Labbi, Z. and Maarof, A. and Senhadji, M. and Belkasmi, M.}
}
@conference { ISI:000376431400006,
	title = {Cryptographic Algorithm Approach for Low Cost RFID Systems},
	booktitle = {PROCEEDINGS OF THE MEDITERRANEAN CONFERENCE ON INFORMATION \& COMMUNICATION TECHNOLOGIES 2015, VOL 1},
	series = {Lecture Notes in Electrical Engineering},
	volume = {380},
	year = {2016},
	note = {Mediterranean Conference on Information and Communication Technologies (MedCT), MOROCCO, MAY 07-09, 2015},
	pages = {45-54},
	abstract = {Today the security of RFID systems is a very important issue especially for low cost RFID tags. Then, it is difficult for several researchers to adopt a strong encryption algorithm due to the extremely limited computational, storage and communication abilities of the tag. So, the priority in RFID systems is to ensure the integrity, confidentiality and authentication of messages using different algorithms (such as encryption and hashing algorithm). In this paper, we propose a lightweight symmetric key encryption approach that includes integrity as part of the encryption process in order to meet the resource limitations of low cost RFID tags. Furthermore we do not need to use separate hash functions to verify message integrity, thus leading to increase the computational efficiency of the system.},
	isbn = {978-3-319-30301-7; 978-3-319-30299-7},
	issn = {1876-1100},
	doi = {10.1007/978-3-319-30301-7\_6},
	author = {Labbi, Zouheir and Maarof, Ahmed and Senhadji, Mohamed and Belkasmi, Mostafa},
	editor = {ElOualkadi, A and Choubani, F and ElMoussati, A}
}
@article {Lethrech2015236,
	title = {CADSSO: A development approach for contextaware service oriented systems},
	journal = {Journal of Theoretical and Applied Information Technology},
	volume = {78},
	number = {2},
	year = {2015},
	note = {cited By 1},
	pages = {236-252},
	abstract = {In this paper, we present our development approach named CADSSO (Context-Aware, Domain Specific and Service Oriented) for Context aware Service oriented Systems. CADSSO is organized in two stages: the modeling stage and the code generation stage. It is essentially based on the Domain Specific Modeling (DSM) approach. Indeed, the creation of the five models of the modeling stage is done using Domain Specific Languages (DSLs). The first model is Domain Specific Context Model, it represents the service execution context. The second is Domain Specific Service Model, it allows the services modeling. We also have the Service Variability Model which is used in the service variability modeling. The bond between Service Variability Model and Domain Specific Service Model is provided by Adaptation rules model. Finally, specific domain business modeling is done via domain specific business model. At code generation stage, a specific code generator transform all these models to final source code using a framework specifically designed for a given target platform. {\textcopyright} 2005 - 2015 JATIT \& LLS. All rights reserved.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939474505\&partnerID=40\&md5=2681fd4bda999019fd2fd938db150448},
	author = {Lethrech, M.a and Kenzi, A.b and Elmagrouni, I.a and Nassar, M.a and Kriouile, A.a}
}
@conference { ISI:000365128500017,
	title = {CIOSOS: Combined Idiomatic-Ontology Based Sentiment Orientation System for Trust Reputation in E-commerce},
	booktitle = {INTERNATIONAL JOINT CONFERENCE: CISIS{\textquoteright}15 AND ICEUTE{\textquoteright}15},
	series = {Advances in Intelligent Systems and Computing},
	volume = {369},
	year = {2015},
	note = {8th International Conference on Computational Intelligence in Security for Information Systems (CISIS) / 6th International Conference on EUropean Transnational Education (ICEUTE), Burgos, SPAIN, JUN, 2015},
	pages = {189-200},
	publisher = {IEEE Spain Sect; IEEE Syst, Man \& Cybernet Spanish Chapter; Int Federat Computat Log},
	organization = {IEEE Spain Sect; IEEE Syst, Man \& Cybernet Spanish Chapter; Int Federat Computat Log},
	abstract = {Due to the abundant amount of Customer{\textquoteright}s Reviews available in E-commerce platforms, Trust Reputation Systems remain reliable means to determine, circulate and restore the credibility and reputation of reviewers and their provided reviews. In fact before starting the process of Reputation score{\textquoteright}s calculation, we need to develop an accurate Sentiment orientation System able to extract opinion expressions, analyze them and determine the sentiment orientation of the Review and then classify it into positive, negative and objective. In this paper, we propose a novel semi-supervised approach which is a Combined Idiomatic-Ontology based Sentiment Orientation System (CIOSOS) that realizes a domain-dependent sentiment analysis of reviews. The main contribution of the system is to expand the general opinion lexicon SentiWordNet to a custom-made opinion lexicon (SentiWordNet++) with domain-dependent {\textquoteleft}{\textquoteleft}opinion indicators{{\textquoteright}{\textquoteright}} as well as {\textquoteleft}{\textquoteleft}idiomatic expressions{{\textquoteright}{\textquoteright}}. The system relies also on a semi-supervised learning method that uses the general lexicon WordNet to identify synonyms or antonyms of the expanded terms and get their polarities from SentiWordNet and then store them in SentiWordNet++. The Sentiment polarity and the classification of the review provided by the CIOSOS is used as an input of our Reputation Algorithm proposed in previous papers in order to generate the Reputation score of the reviewer. We also provide an improvement in calculation method used to generate a {\textquoteleft}{\textquoteleft}granular{{\textquoteright}{\textquoteright}} reputation score of a feature or subfeature of the product.},
	isbn = {978-3-319-19713-5; 978-3-319-19712-8},
	issn = {2194-5357},
	doi = {10.1007/978-3-319-19713-5\_17},
	author = {Rahimi, Hasnae and El Bakkali, Hanan},
	editor = {Herrero, A and Baruque, B and Sedano, J and Quintian, H and Corchado, E}
}
@article {Rahimi2015189,
	title = {CIOSOS: Combined idiomatic-ontology based sentiment orientation system for trust reputation in E-commerce},
	journal = {Advances in Intelligent Systems and Computing},
	volume = {369},
	year = {2015},
	note = {cited By 1},
	pages = {189-200},
	abstract = {Due to the abundant amount of Customer{\textquoteright}s Reviews available in E-commerce platforms, Trust Reputation Systems remain reliable means to determine, circulate and restore the credibility and reputation of reviewers and their provided reviews. In fact before starting the process of Reputation score{\textquoteright}s calculation,we need to develop an accurate Sentiment orientation System able to extract opinion expressions, analyze them and determine the sentiment orientation of the Review and then classify it into positive, negative and objective. In this paper, we propose a novel semi-supervised approach which is a Combined Idiomatic-Ontology based Sentiment Orientation System (CIOSOS) that realizes a domain-dependent sentiment analysis of reviews. The main contribution of the system is to expand the general opinion lexicon SentiWordNet to a custom-made opinion lexicon (SentiWordNet++) with domain-dependent {\textquotedblleft}opinion indicators{\textquotedblright} as well as {\textquotedblleft}idiomatic expressions{\textquotedblright}. The system relies also on a semi-supervised learning method that uses the general lexicon WordNet to identify synonyms or antonyms of the expanded terms and get their polarities from SentiWordNet and then store them in SentiWordNet++. The Sentiment polarity and the classification of the review provided by the CIOSOS is used as an input of our Reputation Algorithm proposed in previous papers in order to generate the Reputation score of the reviewer.We also provide an improvement in calculation method used to generate a {\textquotedblleft}granular{\textquotedblright} reputation score of a feature or subfeature of the product. {\textcopyright} Springer International Publishing Switzerland 2015.},
	doi = {10.1007/978-3-319-19713-5_17},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946722849\&doi=10.1007\%2f978-3-319-19713-5_17\&partnerID=40\&md5=b9fc17e2f3c7a22987b8921b5e4e7f40},
	author = {Rahimi, H. and Bakkali, H.E.}
}
@conference {ElAlami2015,
	title = {Cloud computing \& the organizational performance: Different approach of assessment},
	booktitle = {Proceedings of 2015 International Conference on Cloud Computing Technologies and Applications, CloudTech 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {This paper introduces a nutshell of the cloud computing with its different deployment and delivery models. Additionally, it presents an assessment of the impact of the cloud computing on the organizational performance from many points of view. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CloudTech.2015.7337007},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962861421\&doi=10.1109\%2fCloudTech.2015.7337007\&partnerID=40\&md5=1a58632197fd4c3d98f19023421b1825},
	author = {El Alami, A. and Sadok, H. and Elhaoud, N.}
}
@conference { ISI:000380407100046,
	title = {Cloud computing \& the organizational performance Different approach of assessment},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15)},
	year = {2015},
	note = {International Conference on Cloud Computing Technologies and Applications (CloudTech), Marrakech, MOROCCO, JUN 02-04, 2015},
	pages = {318-322},
	abstract = {this paper introduces a nutshell of the cloud computing with its different deployment and delivery models. Additionally, it presents an assessment of the impact of the cloud computing on the organizational performance from many points of view.},
	isbn = {978-1-4673-8149-9},
	author = {El Alami, Abdelhamid and Sadok, Hicham and Elhaoud, Naima}
}
@conference { ISI:000380407100016,
	title = {Cloud SaaS Using MDA Approach on a Multiview Models Generate a SaaS from a Colored Petri Net using View PNML},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15)},
	year = {2015},
	note = {International Conference on Cloud Computing Technologies and Applications (CloudTech), Marrakech, MOROCCO, JUN 02-04, 2015},
	pages = {143-147},
	abstract = {In this paper, we continue improving our MDA Framework whose aim is to generate a SaaS (Software as a Service) inside a Cloud Environment from a multiview model using a Colored Petri Nets. This framework is composed of 4 modules, we will focus on the 3rd one which design an extended PNML based on a multiview system who is supporting views.},
	isbn = {978-1-4673-8149-9},
	author = {Abderrazzak, Zeddari and Ahmed, Ettalbi}
}
@conference {Abderrazzak2015,
	title = {Cloud SaaS using MDA approach on a multiview models generate a SaaS from a colored Petri Net using view PNML},
	booktitle = {Proceedings of 2015 International Conference on Cloud Computing Technologies and Applications, CloudTech 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {In this paper, we continue improving our MDA Framework whose aim is to generate a SaaS (Software as a Service) inside a Cloud Environment from a multiview model using a Colored Petri Nets. This framework is composed of 4 modules, we will focus on the 3rd one which design an extended PNML based on a multiview system who is supporting views. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CloudTech.2015.7336977},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962783554\&doi=10.1109\%2fCloudTech.2015.7336977\&partnerID=40\&md5=b2b5aff87b415f297fb216323a47bef8},
	author = {Abderrazzak, Z. and Ahmed, E.}
}
@conference {ElHoussaini2015,
	title = {A cloud service template for enabling accurate cloud adoption and migration},
	booktitle = {Proceedings of 2015 International Conference on Cloud Computing Technologies and Applications, CloudTech 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {Since the cloud services are increasing exponentially, discover, filter, select and eventually migrate to the appropriate service is becoming a challenging mission. In the literature, several Service Template initiatives are proposed to deal with service description, topology and even portability, but they fail to emphasis the integration of consumer concerns and the migration feasibility checking before decision making. To fill the gap, the paper introduce a cloud service template that structured in three parts with a dedicated migration one. Also, a weight concept is added to service parameters in order to enforce importance and priority. Additionally, a context awareness mechanism is introduced for enabling automated service template adaptation. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CloudTech.2015.7337018},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962784529\&doi=10.1109\%2fCloudTech.2015.7337018\&partnerID=40\&md5=c3c5532dba0fd60abea784ec21a685a7},
	author = {El Houssaini, C. and Nassar, M. and Kriouile, A.}
}
@conference { ISI:000380407100057,
	title = {A Cloud Service Template for Enabling Accurate Cloud Adoption and Migration},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15)},
	year = {2015},
	note = {International Conference on Cloud Computing Technologies and Applications (CloudTech), Marrakech, MOROCCO, JUN 02-04, 2015},
	pages = {44-49},
	abstract = {Since the cloud services are increasing exponentially, discover, filter, select and eventually migrate to the appropriate service is becoming a challenging mission. In the literature, several Service Template initiatives are proposed to deal with service description, topology and even portability, but they fail to emphasis the integration of consumer concerns and the migration feasibility checking before decision making. To fill the gap, the paper introduce a cloud service template that structured in three parts with a dedicated migration one. Also, a weight concept is added to service parameters in order to enforce importance and priority. Additionally, a context awareness mechanism is introduced for enabling automated service template adaptation.},
	isbn = {978-1-4673-8149-9},
	author = {El Houssaini, Charafeddine and Nassar, Mahmoud and Kriouile, Abdelaziz}
}
@conference {Ettazi2015,
	title = {A cloud-based architecture for transactional services adaptation},
	booktitle = {Proceedings of 2015 International Conference on Cloud Computing Technologies and Applications, CloudTech 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {Advances in wireless communications and mobility have increased the use of smart mobile applications. As a result of the remarkable increase of mobile devices and the pervasive wireless networks, a large number of mobile users are requiring personalization services customized to their context. The mobile cloud-computing paradigm from a context-aware perspective aims to find effective ways to make cloud services aware of the context of their customers and applications. Another major challenge for context-aware cloud services is to exploit the benefits of cloud computing to manage transaction processing throughout the life cycle of a service. In this paper, we focused on the need of loosely coupled context-supporting components that work with a transaction-aware service infrastructure to adapt services to the context of the user and his mobile device. We propose a cloud-based middleware for transactional service adaptation (CM4TSA) by adding the "Adaptation as a Service" layer into basic cloud architecture, to perform the correct execution of transactional service according to the user context. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CloudTech.2015.7336966},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962915570\&doi=10.1109\%2fCloudTech.2015.7336966\&partnerID=40\&md5=3023f7d2f3c981e241c1581a30e547c6},
	author = {Ettazi, W.a and Hafiddi, H.a b and Nassar, M.a and Ebersold, S.c}
}
@conference { ISI:000380407100005,
	title = {A Cloud-Based Architecture for Transactional Services Adaptation},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15)},
	year = {2015},
	note = {International Conference on Cloud Computing Technologies and Applications (CloudTech), Marrakech, MOROCCO, JUN 02-04, 2015},
	pages = {81-86},
	abstract = {Advances in wireless communications and mobility have increased the use of smart mobile applications. As a result of the remarkable increase of mobile devices and the pervasive wireless networks, a large number of mobile users are requiring personalization services customized to their context. The mobile cloud-computing paradigm from a context-aware perspective aims to find effective ways to make cloud services aware of the context of their customers and applications. Another major challenge for context-aware cloud services is to exploit the benefits of cloud computing to manage transaction processing throughout the life cycle of a service. In this paper, we focused on the need of loosely coupled context-supporting components that work with a transaction-aware service infrastructure to adapt services to the context of the user and his mobile device. We propose a cloud-based middleware for transactional service adaptation (CM4TSA) by adding the {\textquoteleft}{\textquoteleft}Adaptation as a Service{{\textquoteright}{\textquoteright}} layer into basic cloud architecture, to perform the correct execution of transactional service according to the user context.},
	isbn = {978-1-4673-8149-9},
	author = {Ettazi, Widad and Hafiddi, Hatim and Nassar, Mahmoud and Ebersold, Sophie}
}
@article {Mabrouk2015490,
	title = {Coalitional game theory for cooperative transmission in VANET: Internet access via fixed and mobile gateways},
	journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
	volume = {9466},
	year = {2015},
	note = {cited By 0},
	pages = {490-495},
	abstract = {In Vehicular Ad-hoc Networks (VANETs), vehicles need to cooperate with each other or with a roadside infrastructure to transmit data. In this work, we study the cooperative transmission for VANETs using coalitional game theory. Each vehicle has a desire to access Internet via gateways that can be either fixed or mobiles. The gateways can enhance the vehicles{\textquoteright} transmissions by cooperatively relaying the vehicles{\textquoteright} data. Moreover, due to the mobility of the vehicles, we introduce the notion of encounter and predicted lifetime to indicate the availability of forwarding between the vehicle and gateway. We model the problem as a coalition formation game with non-transferable utility and we propose an algorithm for forming coalitions among the vehicles. To evaluate the proposed solution, we present and discuss the numerical results under two scenarios: fixed gateways scenario and mobile gateways scenario. The numerical results show that mobile gateways scenario is more effective than fixed gateways scenario in term of cooperative transmission. {\textcopyright} Springer International Publishing Switzerland 2015.},
	doi = {10.1007/978-3-319-26850-7_37},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84961155786\&doi=10.1007\%2f978-3-319-26850-7_37\&partnerID=40\&md5=1f9337ab54e8c5b7eedf4f0a81a41473},
	author = {Mabrouk, A.a and Kobbane, A.a and Sabir, E.b and El Koutbi, M.a}
}
@conference { ISI:000381477900169,
	title = {A Coalitional-Game-Based Incentive Mechanism for Content Caching in Heterogeneous Delay Tolerant Networks},
	booktitle = {2015 INTERNATIONAL WIRELESS COMMUNICATIONS \& MOBILE COMPUTING CONFERENCE (IWCMC)},
	series = {International Wireless Communications and Mobile Computing Conference},
	year = {2015},
	note = {11th IEEE International Wireless Communications and Mobile Computing Conference (IEEE IWCMC), Dubrovnik, CROATIA, AUG 24-25, 2015},
	pages = {987-992},
	publisher = {IEEE; IEEE Croatia Sect; Univ Dubrovnik},
	organization = {IEEE; IEEE Croatia Sect; Univ Dubrovnik},
	abstract = {In recent years, Delay Tolerant Networks (DTNs) have successfully presented as a possible extension of the Internet architecture in order to provide communication support to existing networks. However, these networks have a major issue which is the coordination among relays. In this work, we study the cooperative transmission for DTNs using coalitional game theory. We design a new incentive mechanism for heterogeneous system to induce coordination among DTN relays. In particular, we focus on the source packet dissemination to a destination using tow-hop relaying scheme, considering networks resource constraints: the relay buffer, the packet life time, and the energy consumption according to the mobile technologies. Rational mobiles are organized into separate coalition structures to meet a trade off between the source reward and the energy conservation. We discus the Nash equilibria for our game and the stable strategy state in which no mobile can get a higher payoff through changing unilaterally its coalition. Then, we use the distributed imitative Boltzmann-Gibbs learning algorithm enabling relays to learn the Nash equilibrium strategy; grand coalition. The improvement of the global system performance is examined, and a comparison between different inter-node collaboration states is presented.},
	isbn = {978-1-4799-5344-8},
	issn = {2376-6492},
	author = {Oualhaj, Omar Ait and Kobbane, Abdellatif and Elmachkour, Mouna and Sabir, Essaid and Ben-Othman, Jalel}
}
@conference {Oualhaj2015987,
	title = {A coalitional-game-based incentive mechanism for content caching in heterogeneous Delay Tolerant Networks},
	booktitle = {IWCMC 2015 - 11th International Wireless Communications and Mobile Computing Conference},
	year = {2015},
	note = {cited By 1},
	pages = {987-992},
	abstract = {In recent years, Delay Tolerant Networks (DTNs) have successfully presented as a possible extension of the Internet architecture in order to provide communication support to existing networks. However, these networks have a major issue which is the coordination among relays. In this work, we study the cooperative transmission for DTNs using coalitional game theory. We design a new incentive mechanism for heterogeneous system to induce coordination among DTN relays. In particular, we focus on the source packet dissemination to a destination using tow-hop relaying scheme, considering networks resource constraints: the relay buffer, the packet life time, and the energy consumption according to the mobile technologies. Rational mobiles are organized into separate coalition structures to meet a trade off between the source reward and the energy conservation. We discus the Nash equilibria for our game and the stable strategy state in which no mobile can get a higher payoff through changing unilaterally its coalition. Then, we use the distributed imitative Boltzmann-Gibbs learning algorithm enabling relays to learn the Nash equilibrium strategy; grand coalition. The improvement of the global system performance is examined, and a comparison between different inter-node collaboration states is presented. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/IWCMC.2015.7289217},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84949490492\&doi=10.1109\%2fIWCMC.2015.7289217\&partnerID=40\&md5=743073fbd086e6b2dc5623cb07de9531},
	author = {Oualhaj, O.A.a and Kobbane, A.a b and Elmachkour, M.a and Sabir, E.c and Ben-Othman, J.b}
}
@conference { ISI:000380403000032,
	title = {Co-evolution Analysis for Software Product Lines},
	booktitle = {ENASE 2015 - PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON EVALUATION OF NOVEL APPROACHES TO SOFTWARE ENGINEERING},
	year = {2015},
	note = {10th International Conference on Evaluation of Novel Approaches to Software Engineering, Barcelona, SPAIN, APR 29-30, 2015},
	pages = {263-269},
	publisher = {Inst Syst \& Technol Information, Control \& Commun; Tech Council Software Engn; IEEE Comp Soc},
	organization = {Inst Syst \& Technol Information, Control \& Commun; Tech Council Software Engn; IEEE Comp Soc},
	abstract = {The purpose of our approach is to study the co-evolution of the platform and the products of software product lines. Because the platform must be able to derive all the family products, products are not allowed to evolve independently from the plateform, thus the propagation of the products changes must be managed efficiently. Instead of focusing on the change impact analysis we propose an approach to compare the evolution histories of the products and the platform illustrated through evolutionary trees built using the biological technique cladistics. This comparison yields important results concerning the change propagation. In this paper, we introduce the use of cladistics for software product lines to build evolutionary trees for platform and products, then we elaborate a mathematical analysis to compare these trees, afterwards we validate this work through a case study (mobile media software product lines). We also provide the design of an automated tool.},
	isbn = {978-9-8975-8143-4},
	author = {Benlarabi, Anissa and Khtira, Amal and El Asri, Bouchra},
	editor = {Filipe, J and Maciaszek, L}
}
@conference {Maarouf2015,
	title = {Combining multi-agent systems and MDE approach for monitoring SLA violations in the Cloud Computing},
	booktitle = {Proceedings of 2015 International Conference on Cloud Computing Technologies and Applications, CloudTech 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {A Service Level Agreement (SLA) is a legal contract between parties to ensure the Quality of Service (QoS). It specifies one or more service level objectives (SLO), to ensure that the QoS delivered has met customer expectations. However, It becomes hard to guarantee QoS levels and detect SLA violations. Therefore, we propose to use MDE (Model Driven Engineering) to express the SLA contract requirements. This latter, created with a specific modeling language (DSML), will be used harmonically with a Multi-agent systems (MASs) in order to monitor SLA violations in real-time. Indeed, MASs are suitable tools for self-detection of failures and self-monitoring of cloud operations and services, QoS negotiation and SLA management. They are designed to operate in a dynamically changing environment. Our main motivation is firstly to use MDE technology for the creation of the SLA contract and then to integrate MASs in order to control the quality of service contract and guarantee transparency and symmetry with respect to the SLA contract between prospective signatories. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CloudTech.2015.7336975},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962812614\&doi=10.1109\%2fCloudTech.2015.7336975\&partnerID=40\&md5=e4242d4209fb9950851bcad787c901fa},
	author = {Maarouf, A.a and El Hamlaoui, M.b and Marzouk, A.a and Haqiq, A.a}
}
@conference { ISI:000380407100014,
	title = {Combining Multi-agent systems and MDE approach for Monitoring SLA violations in the Cloud Computing},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15)},
	year = {2015},
	note = {International Conference on Cloud Computing Technologies and Applications (CloudTech), Marrakech, MOROCCO, JUN 02-04, 2015},
	pages = {132-137},
	abstract = {A Service Level Agreement (SLA) is a legal contract between parties to ensure the Quality of Service (QoS). It specifies one or more service level objectives (SLO), to ensure that the QoS delivered has met customer expectations. However, It becomes hard to guarantee QoS levels and detect SLA violations. Therefore, we propose to use MDE (Model Driven Engineering) to express the SLA contract requirements. This latter, created with a specific modeling language (DSML), will be used harmonically with a Multi-agent systems (MASs) in order to monitor SLA violations in real-time. Indeed, MASs are suitable tools for self-detection of failures and self-monitoring of cloud operations and services, QoS negotiation and SLA management. They are designed to operate in a dynamically changing environment. Our main motivation is firstly to use MDE technology for the creation of the SLA contract and then to integrate MASs in order to control the quality of service contract and guarantee transparency and symmetry with respect to the SLA contract between prospective signatories.},
	isbn = {978-1-4673-8149-9},
	author = {Maarouf, Adil and El Hamlaoui, Mahmoud and Marzouk, Abderrahim and Haqiq, Abdelkrim}
}
@conference {Lehmer2015,
	title = {A compact frequency reconfigurable antenna for handheld devices standard},
	booktitle = {Mediterranean Microwave Symposium},
	volume = {2015-April},
	year = {2015},
	note = {cited By 0},
	abstract = {In this paper a new reconfigurable antenna is presented. The idea of this work is to integrate two switches in well-defined positions to obtain reconfigurability in frequency in the operating band of the standard DVB-H (digital video broadcasting-handheld). The antenna is printed on a substrate size 92 * 41 * 1.56 mm3 with a relative permittivity of 4.4mm. The gain of the antenna for the three state ON-ON, OFF-ON and OFF-OFF is respectively 1.75, 2.03 and 2.2 dB, respectively. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/MMS.2014.7088949},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938408930\&doi=10.1109\%2fMMS.2014.7088949\&partnerID=40\&md5=6049e90423842cc94ff9a97aa2aa92be},
	author = {Lehmer, O.a and Ben Abdelouahab, F.a and Essaaidi, M.b}
}
@conference { ISI:000380521600039,
	title = {A Compact Modified S-Shaped RFID Tag Antenna for Metallic Applications},
	booktitle = {2015 IEEE 15th Mediterranean Microwave Symposium (MMS)},
	year = {2015},
	note = {2015 IEEE 15th Mediterranean Microwave Symposium (MMS), Lecce, ITALY, NOV 30-DEC 02, 2015},
	abstract = {In this paper, A Compact modified S-Shaped RFID Tag antenna for metallic applications is presented to handle the US Band. To miniaturize the antenna to a size of 49x21 x 1.58 mm(3) and to provide a good conjugate matching between the S-shaped antenna and the ship, the technique of adding asymmetrical triangular stubs on both side of the tag chip which are electrically connected through vias to the ground plane were applied. The simulated results show that this antenna has good performance when attached onto metallic objects.},
	isbn = {978-1-4673-7602-0},
	author = {Ennasar, M. A. and Aznabet, I. and El Mrabet, O. and Essaaidi, M.}
}
@conference {Ennasar2015,
	title = {A Compact modified S-Shaped RFID tag antenna for metallic applications},
	booktitle = {Mediterranean Microwave Symposium},
	volume = {2016-January},
	year = {2015},
	note = {cited By 0},
	abstract = {In this paper, A Compact modified S-Shaped RFID Tag antenna for metallic applications is presented to handle the US Band. To miniaturize the antenna to a size of 49{\texttimes}21{\texttimes}1.58 mm3 and to provide a good conjugate matching between the S-shaped antenna and the ship, the technique of adding asymmetrical triangular stubs on both side of the tag chip which are electrically connected through vias to the ground plane were applied. The simulated results show that this antenna has good performance when attached onto metallic objects. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/MMS.2015.7375407},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962739902\&doi=10.1109\%2fMMS.2015.7375407\&partnerID=40\&md5=378c1168863a2c2db9c3bed43072607d},
	author = {Ennasar, M.A.a and Aznabet, I.b and El Mrabet, O.b and Essaaidi, M.a b b}
}
@article {Ouhbi2015,
	title = {Compliance of Blood Donation Apps with Mobile OS Usability Guidelines},
	journal = {Journal of Medical Systems},
	volume = {39},
	number = {6},
	year = {2015},
	note = {cited By 10},
	abstract = {The aim of this paper is to employ the guidelines of Android, iOS, Blackberry and Windows Phone to analyze the usability compliance of free blood donation (BD) apps. An analysis process based on a systematic review protocol is used to select free BD apps. An assessment is conducted using a questionnaire composed of 13 questions concerning the compliance of free BD apps with Android, Blackberry, iOS and Windows Phone usability guidelines. A total of 133 free BD apps have been selected from the 188 BD apps identified. Around 63 \% of the free BD apps selected have a good compliance with mobile OS usability recommendations. Around 72 \% of Android, 57 \% of Windows Phone, 33 \% of iOS and 33 \% of Blackberry BD apps have a high usability score. The aspect of BD app behavior should be improved along with some style components: the use of pictures to explain ideas and the adaptation of the app to both horizontal and vertical orientations. Structure patterns should also be used to improve the structure aspect of a BD app. Usability is a quality aspect that should be improved in current BD apps. Our study provides smartphone users with a list of usable free BD apps and BD app developers with recommendations. {\textcopyright} 2015, Springer Science+Business Media New York.},
	doi = {10.1007/s10916-015-0243-1},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84927595740\&doi=10.1007\%2fs10916-015-0243-1\&partnerID=40\&md5=c023ade3c0fdf215297c09380aabc9de},
	author = {Ouhbi, S.a and Fern{\'a}ndez-Alem{\'a}n, J.L.a and Pozo, J.R.b and Bajta, M.E.c and Toval, A.a and Idri, A.c}
}
@article { ISI:000356162200002,
	title = {Compliance of Blood Donation Apps with Mobile OS Usability Guidelines},
	journal = {JOURNAL OF MEDICAL SYSTEMS},
	volume = {39},
	number = {6},
	year = {2015},
	month = {JUN},
	abstract = {The aim of this paper is to employ the guidelines of Android, iOS, Blackberry and Windows Phone to analyze the usability compliance of free blood donation (BD) apps. An analysis process based on a systematic review protocol is used to select free BD apps. An assessment is conducted using a questionnaire composed of 13 questions concerning the compliance of free BD apps with Android, Blackberry, iOS and Windows Phone usability guidelines. A total of 133 free BD apps have been selected from the 188 BD apps identified. Around 63 \% of the free BD apps selected have a good compliance with mobile OS usability recommendations. Around 72 \% of Android, 57 \% of Windows Phone, 33 \% of iOS and 33 \% of Blackberry BD apps have a high usability score. The aspect of BD app behavior should be improved along with some style components: the use of pictures to explain ideas and the adaptation of the app to both horizontal and vertical orientations. Structure patterns should also be used to improve the structure aspect of a BD app. Usability is a quality aspect that should be improved in current BD apps. Our study provides smartphone users with a list of usable free BD apps and BD app developers with recommendations.},
	issn = {0148-5598},
	doi = {10.1007/s10916-015-0243-1},
	author = {Ouhbi, Sofia and Luis Fernandez-Aleman, Jose and Rivera Pozo, Jose and El Bajta, Manal and Toval, Ambrosio and Idri, Ali}
}
@conference { ISI:000380409500017,
	title = {Conceptual Alignment Between SPEM-Based Processes and CMMI},
	booktitle = {2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA)},
	year = {2015},
	note = {10th International Conference on Intelligent Systems - Theories and Applications (SITA), ENSIAS, Rabat, MOROCCO, OCT 20-21, 2015},
	publisher = {IEEE},
	organization = {IEEE},
	abstract = {In the course of process improvement, software organizations attempt to concurrently implement practices that originate from different models, extracting the best from each. Issues of integration and compliance are raised due to missing conceptual view. This paper presents a new method for an explicit alignment between SPEM-based software process modeling and CMMI corpus of best practices. The alignment of process activities with CMMI goes beyond the maturity assessment; it sustains the conceptualization of introducing new software engineering practices at the process-level and open a new topic of combining conceptually parts of different process models. Our method extends the SPEM Meta-model by introducing new interface to CMMI Meta-data. This extension allows visualization of the practices{\textquoteright} intentions within the activity breakdown structure. In addition, it offers a conceptual assessment of process maturity level according to CMMI scales. The method has been fully implemented in a process modeling tool and applied in both academic and industrial contexts to justify improvement opportunities through meaningful dashboards.},
	isbn = {978-1-5090-0220-7},
	author = {Kerzazi, Noureddine}
}
@conference {Kerzazi2015,
	title = {Conceptual alignment between SPEM-based processes and CMMI},
	booktitle = {2015 10th International Conference on Intelligent Systems: Theories and Applications, SITA 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {In the course of process improvement, software organizations attempt to concurrently implement practices that originate from different models, extracting the best from each. Issues of integration and compliance are raised due to missing conceptual view. This paper presents a new method for an explicit alignment between SPEM-based software process modeling and CMMI corpus of best practices. The alignment of process activities with CMMI goes beyond the maturity assessment; it sustains the conceptualization of introducing new software engineering practices at the process-level and open a new topic of combining conceptually parts of different process models. Our method extends the SPEM Meta-model by introducing new interface to CMMI Meta-data. This extension allows visualization of the practices{\textquoteright} intentions within the activity breakdown structure. In addition, it offers a conceptual assessment of process maturity level according to CMMI scales. The method has been fully implemented in a process modeling tool and applied in both academic and industrial contexts to justify improvement opportunities through meaningful dashboards. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/SITA.2015.7358391},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962382985\&doi=10.1109\%2fSITA.2015.7358391\&partnerID=40\&md5=295cf9082ebffdc61c89150812bed4d4},
	author = {Kerzazi, N.}
}
@conference {Badidi2015,
	title = {A conceptual framework for personalization of mobile cloud services},
	booktitle = {Proceedings of 2015 International Conference on Cloud Computing Technologies and Applications, CloudTech 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {Over the last few years, we are witnessing the proliferation of mobile Internet devices (MIDs) and the wide spread adoption of cloud computing for both personal and corporate usages. These technologies are converging in what is known as mobile cloud computing (MCC) paradigm. This paradigm aims at addressing resource poverty of mobile devices. Several works investigated the challenges of mobile cloud computing. With the growing heterogeneity of mobile devices, personalization of services remains a challenging issue. In this paper, we propose a conceptual framework to address the issue of personalization in a mobile cloud computing environment. It aims at satisfying the mobile user needs and preferences for service provisioning. The mobile cloud service provider composes its service from a set of in-house services and from third party services using a composition plan, which adapts services by taking into account the user{\textquoteright}s profile and preferences. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CloudTech.2015.7336992},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962800116\&doi=10.1109\%2fCloudTech.2015.7336992\&partnerID=40\&md5=73919960cdf33c891c21d772aed41219},
	author = {Badidi, E.a and Routaib, H.b}
}
@conference { ISI:000380407100031,
	title = {A Conceptual Framework for Personalization of Mobile Cloud Services},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15)},
	year = {2015},
	note = {International Conference on Cloud Computing Technologies and Applications (CloudTech), Marrakech, MOROCCO, JUN 02-04, 2015},
	pages = {238-244},
	abstract = {Over the last few years, we are witnessing the proliferation of mobile Internet devices (MIDs) and the wide spread adoption of cloud computing for both personal and corporate usages. These technologies are converging in what is known as mobile cloud computing (MCC) paradigm. This paradigm aims at addressing resource poverty of mobile devices. Several works investigated the challenges of mobile cloud computing. With the growing heterogeneity of mobile devices, personalization of services remains a challenging issue. In this paper, we propose a conceptual framework to address the issue of personalization in a mobile cloud computing environment. It aims at satisfying the mobile user needs and preferences for service provisioning. The mobile cloud service provider composes its service from a set of in-house services and from third party services using a composition plan, which adapts services by taking into account the user{\textquoteright}s profile and preferences.},
	isbn = {978-1-4673-8149-9},
	author = {Badidi, Elarbi and Routaib, Hayat}
}
@conference {ElFaquih2015,
	title = {Configurable process models: A semantic validation},
	booktitle = {2015 10th International Conference on Intelligent Systems: Theories and Applications, SITA 2015},
	year = {2015},
	note = {cited By 1},
	abstract = {Nowadays, variability management has been introduced in the field of business process modeling by means of the configurable process models solution, with a view to resolving problems of redundancy and design time errors. Nevertheless, the existing approaches of variability modeling lack of semantic representation, and consequently, present many limits regarding automation of modeling, configuring and evolving configurable processes. Recently, semantic web technologies, especially ontologies, have been proposed in order to increase the level of automation and reduce human intervention in different domains. Business process management has benefited from the emergence of these technologies and the concept of semantic business process management appeared to make the whole business process accessible to intelligent queries as for machine reasoning. Whereas most approaches focus on providing mechanisms for modeling and configuring process models, their validation was treated syntactically rather than semantically. In this paper, we propose an ontology-based approach to enhance configurable processes validation using ontologies. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/SITA.2015.7358436},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962355570\&doi=10.1109\%2fSITA.2015.7358436\&partnerID=40\&md5=05f3833dcf81fed54a94453d9d919358},
	author = {El Faquih, L. and Sba{\"\i}, H. and Fredj, M.}
}
@conference { ISI:000380409500062,
	title = {Configurable process models : a semantic validation},
	booktitle = {2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA)},
	year = {2015},
	note = {10th International Conference on Intelligent Systems - Theories and Applications (SITA), ENSIAS, Rabat, MOROCCO, OCT 20-21, 2015},
	publisher = {IEEE},
	organization = {IEEE},
	abstract = {Nowadays, variability management has been introduced in the field of business process modeling by means of the configurable process models solution, with a view to resolving problems of redundancy and design time errors. Nevertheless, the existing approaches of variability modeling lack of semantic representation, and consequently, present many limits regarding automation of modeling, configuring and evolving configurable processes. Recently, semantic web technologies, especially ontologies, have been proposed in order to increase the level of automation and reduce human intervention in different domains. Business process management has benefited from the emergence of these technologies and the concept of semantic business process management appeared to make the whole business process accessible to intelligent queries as for machine reasoning. Whereas most approaches focus on providing mechanisms for modeling and configuring process models, their validation was treated syntactically rather than semantically. In this paper, we propose an ontology-based approach to enhance configurable processes validation using ontologies.},
	isbn = {978-1-5090-0220-7},
	author = {El Faquih, Loubna and Sbai, Hanae and Fredj, Mounia}
}
@conference {Yatribi2015,
	title = {Construction of cyclic one-step majority-logic decodable codes using genetic algorithms},
	booktitle = {International Conference on Wireless Networks and Mobile Communications, WINCOM 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {In [6], a construction of cyclic one-step majority-logic decodable codes based on idempotent polynomials is given. However, the search for the feasible Parity-Check Idempotent runs through all possible combinations of cyclotomic cosets modulo n, satisfying some algebraic constraints, consequently, increasing the code length may result in very large dimension space search, and the search for the solution becomes more difficult. In this paper, we propose a Genetic Algorithm that aimes to construct new moderate and high lengths Binary Cyclic OSMLD codes, considered as LDPC codes, with high correction capacities. Our construction is very efficient and provide codes with high lenghts and high rates. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/WINCOM.2015.7381301},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84965037029\&doi=10.1109\%2fWINCOM.2015.7381301\&partnerID=40\&md5=81a1ec4d5126eb8f485411ea3f2f1a37},
	author = {Yatribi, A.a and Ayoub, F.b and Belkasmi, M.a}
}
@conference { ISI:000380509200004,
	title = {Construction of Cyclic One-Step Majority-Logic Decodable Codes using Genetic Algorithms},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM)},
	year = {2015},
	note = {International conference on wireless networks and mobile communications, Marrakech, MOROCCO, OCT 20-23, 2015},
	pages = {17-22},
	abstract = {In {[}6], a construction of cyclic one-step majoritylogic decodable codes based on idempotent polynomials is given. However, the search for the feasible Parity-Check Idempotent runs through all possible combinations of cyclotomic cosets modulo n, satisfying some algebraic constraints, consequently, increasing the code length may result in very large dimension space search, and the search for the solution becomes more difficult. In this paper, we propose a Genetic Algorithm that aimes to construct new moderate and high lengths Binary Cyclic OSMLD codes, considered as LDPC codes, with high correction capacities. Our construction is very efficient and provide codes with high lenghts and high rates.},
	isbn = {978-1-4673-8224-3},
	author = {Yatribi, Anouar and Ayoub, Fouad and Belkasmi, Mostafa}
}
@conference {Nejja2015109,
	title = {The Context in Automatic Spell Correction},
	booktitle = {Procedia Computer Science},
	volume = {73},
	year = {2015},
	note = {cited By 0},
	pages = {109-114},
	abstract = {Automatic spell checker systems aim to verify and correct erroneous words through a suggested set of words that are the nearest lexically to the erroneous ones. However, the main disadvantage of those systems is that the wanted solution may bethe most distant lexically but the most appropriate in context. To correctly sort these solutions, the corrector must have some information about the general context of the text; the paragraph or the neighboring words of the misspelled word. In this paper, we will present an automatic spell checking method according to the context. This method is based on a learning corpus containing a distribution of the appearance probability of a word in different contexts. It combines the lexical correction via the Levenstein algorithm and the context based correction through a well definedlearning corpus which is composed of documents collected from the internet. This approach has proven efficiency and the obtained results are much more improved and satisfactory. {\textcopyright} 2015 The Authors.},
	doi = {10.1016/j.procs.2015.12.055},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962653409\&doi=10.1016\%2fj.procs.2015.12.055\&partnerID=40\&md5=de57303c462c687920cca58f379ceaef},
	author = {Nejja, M.a and Yousfi, A.b}
}
@conference { ISI:000373736100013,
	title = {The context in automatic spell correction},
	booktitle = {INTERNATIONAL CONFERENCE ON ADVANCED WIRELESS INFORMATION AND COMMUNICATION TECHNOLOGIES (AWICT 2015)},
	series = {Procedia Computer Science},
	volume = {73},
	year = {2015},
	note = {International Conference on Advanced Wireless Information and Communication Technologies (AWICT), Natl Sch Engineers Sousse, TUNISIA, OCT 05-07, 2015},
	pages = {109-114},
	abstract = {Automatic spell checker systems aim to verify and correct erroneous words through a suggested set of words that are the nearest lexically to the erroneous ones. However, the main disadvantage of those systems is that the wanted solution may bethe most distant lexically but the most appropriate in context. To correctly sort these solutions, the corrector must have some information about the general context of the text; the paragraph or the neighboring words of the misspelled word. In this paper, we will present an automatic spell checking method according to the context. This method is based on a learning corpus containing a distribution of the appearance probability of a word in different contexts. It combines the lexical correction via the Levenstein algorithm and the context based correction through a well definedlearning corpus which is composed of documents collected from the internet. This approach has proven efficiency and the obtained results are much more improved and satisfactory.},
	issn = {1877-0509},
	doi = {10.1016/j.procs.2015.12.055},
	author = {Nejja, Mohammed and Yousfi, Abdellah},
	editor = {Boubiche, DE and Hidoussi, F and Cruz, HT}
}
@conference { ISI:000380509200009,
	title = {Cooperation based Instantly Decodable Network Coding for Mobile Clouds},
	booktitle = {2015 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM)},
	year = {2015},
	note = {International conference on wireless networks and mobile communications, Marrakech, MOROCCO, OCT 20-23, 2015},
	pages = {46-51},
	abstract = {Cloud computing Concept has been recognized as the next generation computing infrastructure. In addition, the explosive expansion of mobile devices usage around all over the world leads to more requirements in terms of resources, environment, and security. Therefore, mobile cloud computing (MCC) paradigm emerges, and it is considered as the future technology for mobile services and applications. Furthermore, Network Coding (NC) is a novel technique that aims to improve performance and throughput in wireless communication. Our work{\textquoteright}s concern is to build a delay and throughput optimized network coding scheme with mobile cooperation for broadcast based Mobile clouds applications. Hence, after a deep literature study, we proposed a scheme that introduces the use of cooperation with Instantly Decodable Network Coding. In order to evaluate our proposition, we carried out simulation experiments to test it and compare it with relevant existing solutions. Finally, the results are very encouraging and the proposed scheme gives a satisfactory delay compared to the existing solutions.},
	isbn = {978-1-4673-8224-3},
	author = {Chanyour, Tarik and Saadane, Rachid}
}
@conference {Chanyour2015,
	title = {Cooperation based Instantly Decodable Network Coding for mobile clouds},
	booktitle = {International Conference on Wireless Networks and Mobile Communications, WINCOM 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {Cloud computing Concept has been recognized as the next generation computing infrastructure. In addition, the explosive expansion of mobile devices usage around all over the world leads to more requirements in terms of resources, environment, and security. Therefore, mobile cloud computing (MCC) paradigm emerges, and it is considered as the future technology for mobile services and applications. Furthermore, Network Coding (NC) is a novel technique that aims to improve performance and throughput in wireless communication. Our work{\textquoteright}s concern is to build a delay and throughput optimized network coding scheme with mobile cooperation for broadcast based Mobile clouds applications. Hence, after a deep literature study, we proposed a scheme that introduces the use of cooperation with Instantly Decodable Network Coding. In order to evaluate our proposition, we carried out simulation experiments to test it and compare it with relevant existing solutions. Finally, the results are very encouraging and the proposed scheme gives a satisfactory delay compared to the existing solutions. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/WINCOM.2015.7381306},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84965036776\&doi=10.1109\%2fWINCOM.2015.7381306\&partnerID=40\&md5=f8996d2af589d3ec43f7036516366eca},
	author = {Chanyour, T.a and Saadane, R.b}
}
@conference { ISI:000380409500030,
	title = {CSR Dynamics under Peer Pressure and Green Confusion: a Multi-Agent Simulation Approach},
	booktitle = {2015 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA)},
	year = {2015},
	note = {10th International Conference on Intelligent Systems - Theories and Applications (SITA), ENSIAS, Rabat, MOROCCO, OCT 20-21, 2015},
	publisher = {IEEE},
	organization = {IEEE},
	abstract = {In addressing the limitations of solving the Prisoner{\textquoteright}s Dilemma problem describing the firm-end consumer Corporate Social Responsibility (CSR) dynamics from a purely rational perspective, we propose to introduce the variables of emotions and peer pressure to capture the irrational aspect of human decision making. We refer to the Theory of Planned Behavior to construct a decision making model that describes the game, then we use multi-agent simulation to run the model under various market conditions. Results show that socially responsible firms could achieve above-average profits when they are able to quickly recover their CSR investment and when they operate in a market where a large portion of consumers hold initial positive attitudes towards CSR. In addition, our results indicate that above-average profits can be achieved only in the absence of consumer green confusion. Managerial implications on trust and customer loyalty are discussed based on the above findings.},
	isbn = {978-1-5090-0220-7},
	author = {Chaker, Fadwa and El Manouar, Abdellah and Wail Aaminou, Mohamed and Aboulaich, Rajae}
}
@conference {Chaker2015,
	title = {CSR dynamics under peer pressure and green confusion: A multi-agent simulation approach},
	booktitle = {2015 10th International Conference on Intelligent Systems: Theories and Applications, SITA 2015},
	year = {2015},
	note = {cited By 0},
	abstract = {In addressing the limitations of solving the Prisoner{\textquoteright}s Dilemma problem describing the firm-end consumer Corporate Social Responsibility (CSR) dynamics from a purely rational perspective, we propose to introduce the variables of emotions and peer pressure to capture the irrational aspect of human decision making. We refer to the Theory of Planned Behavior to construct a decision making model that describes the game, then we use multi-agent simulation to run the model under various market conditions. Results show that socially responsible firms could achieve above-average profits when they are able to quickly recover their CSR investment and when they operate in a market where a large portion of consumers hold initial positive attitudes towards CSR. In addition, our results indicate that above-average profits can be achieved only in the absence of consumer green confusion. Managerial implications on trust and customer loyalty are discussed based on the above findings. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/SITA.2015.7358404},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962429373\&doi=10.1109\%2fSITA.2015.7358404\&partnerID=40\&md5=70f416ef7cc23e161ccc73120f9c3705},
	author = {Chaker, F.a and El Manouar, A.a and Aaminou, M.W.b and Aboulaich, R.b}
}
@conference {Ayache2015771,
	title = {CurlX: A middleware to enforce access control policies within a cloud environment},
	booktitle = {2015 IEEE Conference on Communications and NetworkSecurity, CNS 2015},
	year = {2015},
	note = {cited By 3},
	pages = {771-772},
	abstract = {Today cloud security and privacy concerns pose significant challenges. One particular challenge consists in how to take into consideration the user{\textquoteright}s security policies while accessing the outsourced data. In fact, for a given application, we may have a set of rules, as high level security policy, which needs to hold prior to any query execution. Therefore, the main problem that we tackle in this ongoing project is how to enforce this high level security policy in the cloud storage layer without conflicts. To address this challenges, we propose a middleware denoted curlX which consists of two main processes: the security policy enforcement process and the verification process. {\textcopyright} 2015 IEEE.},
	doi = {10.1109/CNS.2015.7346928},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84966440949\&doi=10.1109\%2fCNS.2015.7346928\&partnerID=40\&md5=bc69af0f99d640d39aa014a6a06475e9},
	author = {Ayache, M.a and Erradi, M.a and Freisleben, B.b}
}
@conference { ISI:000380401800126,
	title = {curlX: a MiddleWare to Enforce Access Control Policies within a Cloud Environment},
	booktitle = {2015 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY (CNS)},
	year = {2015},
	note = {IEEE Conference Communications and Network Security CNS, Florence, ITALY, SEP 28-30, 2015},
	pages = {771-772},
	abstract = {Today cloud security and privacy concerns pose significant challenges. One particular challenge consists in how to take into consideration the user{\textquoteright}s security policies while accessing the outsourced data. In fact, for a given application, we may have a set of rules, as high level security policy, which needs to hold prior to any query execution. Therefore, the main problem that we tackle in this ongoing project is how to enforce this high level security policy in the cloud storage layer without conflicts. To address this challenges, we propose a middleware denoted curlX which consists of two main processes: the security policy enforcement process and the verification process.},
	isbn = {978-1-4673-7876-5},
	author = {Ayache, Meryeme and Erradi, Mohammed and Freisleben, Bernd}
}
@conference {Amraoui2014326,
	title = {CCS: A Correct Cooperation Strategy based on game theory for MANETS},
	booktitle = {Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA},
	volume = {2014},
	year = {2014},
	note = {cited By 1},
	pages = {326-332},
	abstract = {Mobile ad hoc networks (MANETs) is a multihop wireless communication network supporting mobile users (nodes) without any existing infrastructure and depend of the individual behavior of the nodes. This nature of MANETs imposes the cooperation among nodes to improve quality of service and security especially that mobility and energy are the most important criteria in MANETs. In such networks, devices can have different configurations, and should cooperate to ensure the existence of such networks. Cooperation enforcement mechanism do not provide strong authentication of entities. However, cooperation may be more difficult to apply in MANETS than infrastructure based networks due to many reasons already mentioned. In this paper we{\textquoteright}ll present a correct strategy based on cooperation rate (CR) to enforce cooperation and communication between nodes in MANET using OLSR routing protocol. The concept of this strategy based on game theory is focused on track keeps by each nodes and calculate the CR of other nodes. The CR is calculated based on various types of OLSR messages (HELLO, TC, MID and HNA) sent among nodes, and also based on different network processing (forwarding and routing). {\textcopyright} 2014 IEEE.},
	doi = {10.1109/AICCSA.2014.7073216},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84988269680\&doi=10.1109\%2fAICCSA.2014.7073216\&partnerID=40\&md5=bc6ef75e71388636784417f4f74c2910},
	author = {Amraoui, H.a and Habbani, A.a b and Hajami, A.c}
}
@conference {Bounagui2014,
	title = {Challenges for IT based cloud computing governance},
	booktitle = {2014 9th International Conference on Intelligent Systems: Theories and Applications, SITA 2014},
	year = {2014},
	note = {cited By 0},
	abstract = {For some years now, the concept of Cloud Computing (CC) is presented as the new revolution of information technology. It presents not only a technical innovation for better IT system flexibility, improvement of working methods and cost control, but also a new economic model, built around the concept of IT Services that are identifiable, classifiable and countable for end users, who can benefit by paying for use without having to make huge investments. In this paper, we show that despite these advantages, the implementation of such a concept has an impact on the enterprise stakeholders (IT Direction, Business Direction, Suppliers Direction, etc.). Many aspects must be managed differently from traditional systems. Availability, security, privacy and compliance are just some of the aspects that must be monitored and managed more effectively. Thus, the IT based CC governance is a necessity in terms of defining good management practices, especially because there is a lack of an adapted Governance Framework. The current IT governance practices/standards (ITIL, COBIT, ISO2700x, etc.) still have many limitations: they are far from covering an {\textquoteright}end-to-end{\textquoteright} governance; they are difficult to use and to maintain and have many overlapping points. It becomes mandatory for companies to address these challenges and control the capabilities offered by the CC, develop cloud oriented policies that reflect their exact needs and to have a flexible, coherent and global IT based CC Governance Framework. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/SITA.2014.6847289},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84904638805\&doi=10.1109\%2fSITA.2014.6847289\&partnerID=40\&md5=de0dd2a4210b805d1ae83c7e790998e6},
	author = {Bounagui, Y.a and Hafiddi, H.a b and Mezrioui, A.a}
}
@article {Cheikhi2014359,
	title = {Chidamber and kemerer object-oriented measures: Analysis of their design from the metrology perspective},
	journal = {International Journal of Software Engineering and its Applications},
	volume = {8},
	number = {2},
	year = {2014},
	note = {cited By 2},
	pages = {359-374},
	abstract = {During the last decade, software product measurement field has known many improvements and becomes an emerging field of software engineering. Based on the used programming approaches such as object-oriented, structured programming, etc., different kinds of measures are proposed in the literature. These sets of measures were defined many years ago to measure software artifacts, for example, source code and design, However, such measures need to be verified and validated based on the lessons learned from the measurement and metrology concepts. This paper focuses on software product measures, in particular, the object-oriented measures. Moreover, it aims at analyzing the design of a well-known and one of the most used object-oriented measures, that is, the Chidamber and Kemerer measures suite. In addition, this paper provides an investigation of the extent to which this set of measures addresses the metrology concepts related to the software measurement design. {\textcopyright} 2014 SERSC.},
	doi = {10.14257/ijseia.2014.8.2.35},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84896897162\&doi=10.14257\%2fijseia.2014.8.2.35\&partnerID=40\&md5=d21c99cfd00552aeb2bdae4c13dac40c},
	author = {Cheikhi, L.a and Al-Qutaish, R.E.b and Idri, A.a and Sellami, A.c}
}
@conference {Benlarabi2014140,
	title = {A co-evolution model for software product lines: An approach based on evolutionary trees},
	booktitle = {2014 2nd World Conference on Complex Systems, WCCS 2014},
	year = {2014},
	note = {cited By 3},
	pages = {140-145},
	abstract = {Software product line engineering allows for the development of common reference assets that can be reused in the development of a set of products of a particular market, the purpose of such large scale reuse is the improvement of time to market and the reduction of costs. This goal can only be achieved if the software product line assets are continuously evolved to cope with changes of user requirements. In this paper we present a co-evolution model for checking the integrity of the software product line during its evolution. The model is established using cladistics and trees reconciliation that are used in biology to analyze the co-evolution between organisms. This model shows the divergent co-evolution which represents a difference between the evolutionary trees of the software product line and a derived product. The model helps to find out changes of products that were not propagated to the reference assets and to anticipate the future development to be done on these reference assets to cope with products evolution. By its application we protect software product lines from the aging phenomenon. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/ICoCS.2014.7060991},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84929164049\&doi=10.1109\%2fICoCS.2014.7060991\&partnerID=40\&md5=8647fe4ff84bea2b02dd50b90e0d9bb9},
	author = {Benlarabi, A. and El Asri, B. and Khtira, A.}
}
@conference { ISI:000380387700114,
	title = {A Co-evolution Model for Software Product Lines: an Approach Based on Evolutionary Trees},
	booktitle = {2014 SECOND WORLD CONFERENCE ON COMPLEX SYSTEMS (WCCS)},
	year = {2014},
	note = {2014 Second World Conference on Complex Systems (WCCS), Agadir, MOROCCO, NOV 10-12, 2014},
	pages = {140-145},
	publisher = {Ibn Zohr Univ; Moroccan Soc of Complex Syst; IEEE Morocco; Int Acad for Syst and Cybernet Sci IASCYS},
	organization = {Ibn Zohr Univ; Moroccan Soc of Complex Syst; IEEE Morocco; Int Acad for Syst and Cybernet Sci IASCYS},
	abstract = {Software product line engineering allows for the development of common reference assets that can be reused in the development of a set of products of a particular market, the purpose of such large scale reuse is the improvement of time to market and the reduction of costs. This goal can only be achieved if the software product line assets are continuously evolved to cope with changes of user requirements. In this paper we present a co-evolution model for checking the integrity of the software product line during its evolution. The model is established using cladistics and trees reconciliation that are used in biology to analyze the co-evolution between organisms. This model shows the divergent co-evolution which represents a difference between the evolutionary trees of the software product line and a derived product. The model helps to find out changes of products that were not propagated to the reference assets and to anticipate the future development to be done on these reference assets to cope with products evolution. By its application we protect software product lines from the aging phenomenon.},
	isbn = {978-1-4799-4647-1},
	author = {Benlarabi, Anissa and El Asri, Bouchra and Khtira, Amal}
}
@conference { ISI:000361140000114,
	title = {A Congestion Game-based Routing Algorithm for Communicating VANETs},
	booktitle = {2014 INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC)},
	series = {International Wireless Communications and Mobile Computing Conference},
	year = {2014},
	note = {10th International Wireless Communications \& Mobile Computing Conference (IWCMC), Nicosia, CYPRUS, AUG 04-08, 2014},
	pages = {672-677},
	publisher = {IEEE; IEEE Cyprus Sect; Frederick Univ},
	organization = {IEEE; IEEE Cyprus Sect; Frederick Univ},
	abstract = {Vehicular Ad Hoc Network (VANET) is considered as a special application of Mobile Ad Hoc Networks (MANETs) in road traffic, which can autonomously organize networks without infrastructure. VANETs enable vehicles on the road to communicate with each other and with road infrastructure using wireless capabilities. In the last few years, extensive research has been performed to extend Internet connectivity to VANETs. Indeed, several routing protocols have been proposed to determine routes between vehicles and gateways. In this paper, we propose a routing algorithm which is based on the Congestion Game to resolve the problem of network congestion in VANET and to provide the optimal Internet access paths. The simulation results show that the proposed routing algorithm has better feasibility and effectiveness for communicating VANETs.},
	isbn = {978-1-4799-0959-9},
	issn = {2376-6492},
	author = {Mabrouk, Abdelfettah and Senhadji, Mohamed and Kobbane, Abdellatif and Walid, Abdellaziz and Sabir, Essaid and Koutbi, Mohammed E. L.}
}
@conference {Mabrouk2014672,
	title = {A congestion game-based routing algorithm for communicating VANETs},
	booktitle = {IWCMC 2014 - 10th International Wireless Communications and Mobile Computing Conference},
	year = {2014},
	note = {cited By 2},
	pages = {672-677},
	abstract = {Vehicular Ad Hoc Network (VANET) is considered as a special application of Mobile Ad Hoc Networks (MANETs) in road traffic, which can autonomously organize networks without infrastructure. VANETs enable vehicles on the road to communicate with each other and with road infrastructure using wireless capabilities. In the last few years, extensive research has been performed to extend Internet connectivity to VANETs. Indeed, several routing protocols have been proposed to determine routes between vehicles and gateways. In this paper, we propose a routing algorithm which is based on the Congestion Game to resolve the problem of network congestion in VANET and to provide the optimal Internet access paths. The simulation results show that the proposed routing algorithm has better feasibility and effectiveness for communicating VANETs. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/IWCMC.2014.6906436},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84908611637\&doi=10.1109\%2fIWCMC.2014.6906436\&partnerID=40\&md5=c4ef74c689e207df64ad7a4808f8c773},
	author = {Mabrouk, A.a and Senhadji, M.a and Kobbane, A.a and Walid, A.a and Sabir, E.b and El Koutbi, M.a}
}
@conference {Razouk2014,
	title = {Container stacking problem - Mathematic model and resolution},
	booktitle = {ILS 2014 - 5th International Conference on Information Systems, Logistics and Supply Chain},
	year = {2014},
	note = {cited By 0},
	abstract = {Terminals are the intersection point of the different transportation modes such a s: Marine, Road, rail, so it has a crucial role in optimizing the flow of containers. Efficient container handling at terminals is important in reducing transportation costs an d keeping shipping schedules [Henesey 2008]. In this paper, we will present different container terminals problems which be divide d on three level (strategic, Tactics, operational), the composition of a container terminal, and then we will introduce and resolve the container stacking problem (CSP) in the storage yards of terminals. We present the mathematical formulation to the CSP as a general modelization including the leave time of each container, the type of the storage goods and their weight. Which will be enriching later either by the problems related to the storage yard such as rehandling problems, interference between yard cranes or by other problems related to the other component of a container terminal such as internal transportation, loading/unloadin g containers from vessel, berth allocation. Those problems are related to all the resources in terminal operations, including quay cranes, yard cranes, storage space, an d terminals trucks. We try to define the different component on the terminal basing to Steenken and al [Steenken 04], Stahlbock and Vob [Stahlbock 08] and Yuxuan [Yuxuan 05]. We define a mathematical model for the CSP including some new constraints. Then we t ry to solve the problem by using a separation and evaluation method. For each one, the problem is formulated as a mathematical programming model. At the first level, the total number of containers to be placed in each storage block is set to three. The second level determines the number of containers, the number of stack, the percentage of the free positions associated with each vessel. Numerical runs show that with small and me dium instance the proposal method significantly reduces the total distance to transport the containers between their storage blocks and the vessel berthing locations. Once we will have the optimized solution, it can be the input of simulator software. So it can be reviewed and presented by this last, in order to see the implementation of this in reality.},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983165322\&partnerID=40\&md5=31107288e38643ed68e1eb90aaa0e2e0},
	author = {Razouk, C.a and Benadada, Y.b and Boukachour, J.c}
}
@conference {Nejja2014153,
	title = {Correction of the Arabic derived words using surface patterns},
	booktitle = {WCCCS 2014 - Proceedings; 2014 5th Workshop on Codes, Cryptography and Communication Systems},
	year = {2014},
	note = {cited By 0},
	pages = {153-156},
	abstract = {The automatic spell checker tool is one of the most efficient tools of automatic language processing systems. Its performance varies according to the correction mechanisms implemented. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/WCCCS.2014.7107931},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983168886\&doi=10.1109\%2fWCCCS.2014.7107931\&partnerID=40\&md5=7ba468e3d13cda8061feb344c50052ef},
	author = {Nejja, M.a and Abdellah, Y.b}
}
@conference { ISI:000366999600148,
	title = {A Cross-layer Architecture for Service Differentiation in Wireless Sensor Networks With Multiple Sinks},
	booktitle = {2014 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS)},
	year = {2014},
	note = {International Conference on Multimedia Computing and Systems (ICMCS), Marrakech, MOROCCO, APR 14-16, 2014},
	pages = {843-848},
	abstract = {In this paper, we are interested in the description of a cross-layer architecture that supports service differentiation for real-time and best-effort traffics in Wireless Sensor Networks (WSN). We present our mathematical model that combines parameters from network and MAC layers. We aim to estimate and to enhance the throughput of multi-hop WSNs and the stability of the forwarding queues used for real-time and best-effort traffics. We suppose at the first step that we have a wireless sensor network with a single sink then we suppose that we have the same wireless sensor network with two sinks. We study the impact of transmitting real-time and best-effort traffics on the system throughput; and we also study the impact of adding a second sink on the throughput.},
	isbn = {978-1-4799-3824-7},
	author = {El Mezouary, Ridouane and Loutfi, Ahmed and El koutbi, Mohamed}
}
@conference {ElMezouary2014843,
	title = {A cross-layer architecture for service differentiation in Wireless Sensor Networks with multiple sinks},
	booktitle = {International Conference on Multimedia Computing and Systems -Proceedings},
	year = {2014},
	note = {cited By 0},
	pages = {843-848},
	abstract = {In this paper, we are interested in the description of a cross-layer architecture that supports service differentiation for real-time and best-effort traffics in Wireless Sensor Networks (WSN). We present our mathematical model that combines parameters from network and MAC layers. We aim to estimate and to enhance the throughput of multi-hop WSNs and the stability of the forwarding queues used for real-time and besteffort traffics. We suppose at the first step that we have a wireless sensor network with a single sink then we suppose that we have the same wireless sensor network with two sinks. We study the impact of transmitting real-time and best-effort traffics on the system throughput; and we also study the impact of adding a second sink on the throughput. {\textcopyright} 2014 IEEE.},
	doi = {10.1109/ICMCS.2014.6911279},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84928710067\&doi=10.1109\%2fICMCS.2014.6911279\&partnerID=40\&md5=3469ccd3f0921f3eaae4a04888e98a91},
	author = {El Mezouary, R. and Loutfi, A. and El Koutbi, M.}
}
@conference {Alfath2013,
	title = {Cloud computing security: Fine-grained analysis and security approaches},
	booktitle = {2013 National Security Days - 3eme Edition Des Journees Nationales de Securite, JNS3},
	year = {2013},
	note = {cited By 2},
	abstract = {Cloud computing is a new paradigm for hosting and delivering services over the internet. In this paper, we aim to pinpoint the challenges and issues related to the Cloud computing security and also to discuss some promising approaches to encounter these concerns. Despite the potential benefits that cloud computing offers, the model security is not mature yet. Indeed, security is considered as the major obstacle to faster and more widespread adoption of cloud computing. In the scope of this paper, we will emphasize the impact of the cloud computing characteristics and properties such as Multitenancy and Elasticity on the security model. We will provide detailed analysis of the risks associated with these properties and also with the Virtualizatkin which is a cornerstone of some cloud implementations. A second part of this paper will be dedicated to discuss some promising approaches to overcome the security issues in the cloud paradigm. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/JNS3.2013.6595465},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84884810025\&doi=10.1109\%2fJNS3.2013.6595465\&partnerID=40\&md5=2101125789fcc3882958f80933d3acce},
	author = {Alfath, A. and Baina, K. and Baina, S.}
}
@conference { ISI:000327787500010,
	title = {Cloud Computing Security: Fine-grained analysis and Security approaches},
	booktitle = {2013 NATIONAL SECURITY DAYS (JNS3)},
	year = {2013},
	note = {3rd National Security Days (JNS), Mohammed V Souissi Unvi, Rabat, MOROCCO, APR 26-27, 2013},
	publisher = {Assoc Marocaine ConfiAnace Numerique; Ecole Nationale Superieure Informatique \& Analyse Syst; Informat Secur Res Team; IEEE Morocco Sect; Bank Al Maghrib; Natl Ctr Sci \& Technol Res},
	organization = {Assoc Marocaine ConfiAnace Numerique; Ecole Nationale Superieure Informatique \& Analyse Syst; Informat Secur Res Team; IEEE Morocco Sect; Bank Al Maghrib; Natl Ctr Sci \& Technol Res},
	abstract = {Cloud computing is a new paradigm for hosting and delivering services over the internet. In this paper, we aim to pinpoint the challenges and issue related to the Cloud computing security and also to discuss some promising approaches to encounter these concerns. Despite the potential benefits that cloud computing offers, the model security is not mature yet. Indeed. security is considered as the major obstacle to faster and more widespread adoption of cloud computing. In the scope of this paper, we will emphasize the impact of the cloud computing characteristics and properties such as Multitenancy and Elasticity on the security model. We will provide detailed analysis of the risks associated with these properties and also with the Virtualization which is a cornerstone of some cloud implementations. A second part of this paper will be dedicated to discuss some promising approaches to overcome the security issues in the cloud paradigm.},
	isbn = {978-1-4799-0324-5},
	author = {Alfath, Abdeladim and Baina, Karim and Baina, Salah}
}
@conference {Tikito2013,
	title = {Combined optimization of shipping and storage costs in a multi-product and multi-level supply chain, under a stochastic demand},
	booktitle = {2013 5th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO 2013},
	year = {2013},
	note = {cited By 0},
	abstract = {The increasing need for optimality in the presence of uncertainty motivates the development and application of Model Predictive Control. In this paper we apply the Stochastic Model Predictive Control to optimize the cost of storage and transport for a multi-product and a multi-level supply chain under a stochastic demand. We use the dynamic programming to find the control policies resolving the problem. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/ICMSAO.2013.6552666},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881436213\&doi=10.1109\%2fICMSAO.2013.6552666\&partnerID=40\&md5=488c37ee005c9d8928f4d1d35738cbe3},
	author = {Tikito, K. and Achchab, S. and Benadada, Y.}
}
@conference { ISI:000326538300126,
	title = {Combined optimization of shipping and storage costs in a multi-product and multi-level supply chain, under a stochastic demand},
	booktitle = {2013 5TH INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND APPLIED OPTIMIZATION (ICMSAO)},
	year = {2013},
	note = {5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO), Hammamet, TUNISIA, APR 28-30, 2013},
	abstract = {The increasing need for optimality in the presence of uncertainty motivates the development and application of Model Predictive Control. In this paper we apply the Stochastic Model Predictive Control to optimize the cost of storage and transport for a multi-product and a multi-level supply chain under a stochastic demand. We use the dynamic programming to find the control policies resolving the problem.},
	isbn = {978-1-4673-5814-9; 978-1-4673-5812-5},
	author = {Tikito, Kawtar and Achchab, Said and Benadada, Youssef}
}
@conference {BenIssa2013,
	title = {Compact Multi-Band square complementary split ring resonator patch antenna for wireless applications},
	booktitle = {Mediterranean Microwave Symposium},
	year = {2013},
	note = {cited By 0},
	abstract = {In this paper, a compact multi-band square complementary split ring resonator antenna is presented. The antenna size is very compact (35mm {\texttimes} 35mm {\texttimes} 1.6mm), and thus, it can be integrated easily within RF front-end circuits in mobile handsets. The antenna is operating at 2.4GHz (WiFi), 3.5 (WiMAX), in a UWB band respecting the U.S. Federal Communications Commission (FCC) requirements for the unlicensed use of UWB in the frequency range from 3.1 to 10.6 GHz, ranging from 7.7GHz up to 9.1GHz and in two other large bands, the first one ranging from 10.9 GHz up to 11.5 GHz, and the second one ranging from 17.2GHz up to 17.8GHz. The gain and pattern plots of the antenna are included in the paper. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/MMS.2013.6663121},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892661452\&doi=10.1109\%2fMMS.2013.6663121\&partnerID=40\&md5=851fbabd0798eeb4ad88324477deaa2d},
	author = {Ben Issa, I.a and Essaaidi, M.b}
}
@conference {Bekali2013,
	title = {Compact reconfigurable antenna for Wi-Fi, WiMax and 4G communication technologies},
	booktitle = {Mediterranean Microwave Symposium},
	year = {2013},
	note = {cited By 0},
	abstract = {A novel reconfigurable patch antennas with slot for Frequency diversity is fabricated and developed in this paper. This proposed design approach is base on the use of two switches in order to obtain frequency reconfigurability to cover several wireless and mobile standards. Substrate used is FR4 (45{\texttimes}38{\texttimes}1.5) mm3; εr= 4.4. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/MMS.2013.6663122},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892629468\&doi=10.1109\%2fMMS.2013.6663122\&partnerID=40\&md5=852a4c02406dafefacd4b30c3ccd3bc6},
	author = {Bekali, Y.K.a and Essaaidi, M.b}
}
@article { ISI:000318243400050,
	title = {Compact reconfigurable dual frequency microstrip patch antenna for 3G and 4G mobile communication technologies},
	journal = {MICROWAVE AND OPTICAL TECHNOLOGY LETTERS},
	volume = {55},
	number = {7},
	year = {2013},
	month = {JUL},
	pages = {1622-1626},
	abstract = {We propose in this article, a novel compact reconfigurable patch antenna with frequency diversity. This antenna can be tuned by changing the switching mode of two PIN diodes from the ONON state to OFFOFF state to switch it over two different mobile communication technologies, namely 3G and 4G. The antenna has a simple geometry and a small structure, its dimensions are 45 x 38 x 1.5 mm3 and it is printed on an FR4 substrate with a thickness of 1.5 mm. The prototype of this antenna has been fabricated and tested. The measurement results confirmed the simulation predictions in terms of frequency diversity performances. (c) 2013 Wiley Periodicals, Inc. Microwave Opt Technol Lett 55:16221626, 2013; View this article online at wileyonlinelibrary.com. DOI 10.1002/mop.27649},
	issn = {0895-2477},
	doi = {10.1002/mop.27649},
	author = {Bekali, Younes Karfa and Essaaidi, Mohamed}
}
@article {Bekali20131622,
	title = {Compact reconfigurable dual frequency microstrip patch antenna for 3G and 4G mobile communication technologies},
	journal = {Microwave and Optical Technology Letters},
	volume = {55},
	number = {7},
	year = {2013},
	note = {cited By 8},
	pages = {1622-1626},
	abstract = {We propose in this article, a novel compact reconfigurable patch antenna with frequency diversity. This antenna can be tuned by changing the switching mode of two PIN diodes from the ON-ON state to OFF-OFF state to switch it over two different mobile communication technologies, namely 3G and 4G. The antenna has a simple geometry and a small structure, its dimensions are 45 {\texttimes} 38 {\texttimes} 1.5 mm3 and it is printed on an FR4 substrate with a thickness of 1.5 mm. The prototype of this antenna has been fabricated and tested. The measurement results confirmed the simulation predictions in terms of frequency diversity performances. {\textcopyright} 2013 Wiley Periodicals, Inc.},
	doi = {10.1002/mop.27649},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84876922481\&doi=10.1002\%2fmop.27649\&partnerID=40\&md5=2dc17daf46d33b41aa3f22d5beab0610},
	author = {Bekali, Y.K.a and Essaaidi, M.b}
}
@conference {Ezzahout2013,
	title = {Conception and development of a video surveillance system for detecting, tracking and profile analysis of a person},
	booktitle = {2013 3rd International Symposium ISKO-Maghreb},
	year = {2013},
	note = {cited By 0},
	abstract = {Video surveillance is an important research area in the commercial sector as well. Many architecture of video surveillance systems are used increasingly in security systems and with good reason. Generally, with a video surveillance system, we are in the picture 24 hours a day, 7 days a week. Actually, with the rapid development of hardware and software video surveillance systems, it is economically and technically feasible to build video surveillance system architecture and tailored to a specific need. Our proposed architecture software helps to: detect, track a moving person in video sequence and helps to specify his profile when is entering in a special region from controlled area. Especially, this proposed system triggers an alarm when the monitored person enters in the prohibited area or when it exceeds a lapse of time in this region. This developed system can be used for tracking people in real time and can be adapted to extract frames from the video sequence at different times and it can process the detection process, track and it can analyze the profile of the moving person in each time. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/ISKO-Maghreb.2013.6728128},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84894135551\&doi=10.1109\%2fISKO-Maghreb.2013.6728128\&partnerID=40\&md5=1fc4d25be3f941092d7c2cc02363befa},
	author = {Ezzahout, A. and Haj Thami, R.O.}
}
@conference { ISI:000350287800021,
	title = {Conception and Development of a Video Surveillance System for Detecting, Tracking and Profile Analysis of a Person},
	booktitle = {2013 3RD INTERNATIONAL SYMPOSIUM ISKO-MAGHREB},
	year = {2013},
	note = {ISKO-Maghreb 3rd International Symposium, Marrakech, MOROCCO, NOV 08-09, 2013},
	publisher = {ISKO},
	organization = {ISKO},
	abstract = {Video surveillance is an important research area in the commercial sector as well. Many architecture of video surveillance systems are used increasingly in security systems and with good reason. Generally, with a video surveillance system, we are in the picture 24 hours a day, 7 days a week. Actually, with the rapid development of hardware and software video surveillance systems, it is economically and technically feasible to build video surveillance system architecture and tailored to a specific need. Our proposed architecture software helps to: detect, track a moving person in video sequence and helps to specify his profile when is entering in a special region from controlled area. Especially, this proposed system triggers an alarm when the monitored person enters in the prohibited area or when it exceeds a lapse of time in this region. This developed system can be used for tracking people in real time and can be adapted to extract frames from the video sequence at different times and it can process the detection process, track and it can analyze the profile of the moving person in each time.},
	isbn = {978-1-4799-3392-1},
	author = {Ezzahout, Abderrahmane and Oulad Haj Thami, Rachid}
}
@conference { ISI:000341079600096,
	title = {Context Extraction from Reviews for Context Aware Recommendation Using Text Classification Techniques},
	booktitle = {2013 ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA)},
	year = {2013},
	note = {IEEE and Arab-Computing-Society (ACS) International Conference on Computer Systems and Applications (AICCSA), Al Akhawayn Univ, Ifrane, MOROCCO, MAY 27-30, 2013},
	publisher = {IEEE; Arab Comp Soc},
	organization = {IEEE; Arab Comp Soc},
	abstract = {In this paper, we investigate the use of Text Classification techniques to extract contextual information from user reviews for Context Aware Recommendation. We conduct several experiments to identify the best Text Representation settings and the best classification algorithm for our dataset. We carry out our experiments on hotel reviews. We focus on extracting the trip type, as contextual information, from these reviews. Results show that the Naive Bayes classifier yields the best results with up to 72.2\% in terms of F1-measure. To extract context from user reviews with text classification techniques, we recommend to use raw text rather than employing stemming, to use the normalized frequency based weighting rather than the presence based one, to remove terms that occur once in the data set, and to combine unigrams, bigrams and trigrams.},
	isbn = {978-1-4799-0792-2},
	author = {Lahlou, Fatima Zahra and Benbrahimand, Houda and Mountassir, Asmaa and Kassou, Ismail}
}
@conference {Lahlou2013,
	title = {Context extraction from reviews for Context Aware Recommendation using Text Classification techniques},
	booktitle = {Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA},
	year = {2013},
	note = {cited By 0},
	abstract = {In this paper, we investigate the use of Text Classification techniques to extract contextual information from user reviews for Context Aware Recommendation. We conduct several experiments to identify the best Text Representation settings and the best classification algorithm for our dataset. We carry out our experiments on hotel reviews. We focus on extracting the trip type, as contextual information, from these reviews. Results show that the Na{\"\i}ve Bayes classifier yields the best results with up to 72.2\% in terms of F1-measure. To extract context from user reviews with text classification techniques, we recommend to use raw text rather than employing stemming, to use the normalized frequency based weighting rather than the presence based one, to remove terms that occur once in the data set, and to combine unigrams, bigrams and trigrams. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/AICCSA.2013.6616512},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84887248381\&doi=10.1109\%2fAICCSA.2013.6616512\&partnerID=40\&md5=efcaf96161103c978184c9ad286a22cd},
	author = {Lahlou, F.Z. and Benbrahimand, H. and Mountassir, A. and Kassou, I.}
}
@conference {Guermah2013,
	title = {Context modeling and reasoning for building context aware services},
	booktitle = {Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA},
	year = {2013},
	note = {cited By 1},
	abstract = {The rapid evolution of software paradigms, wireless technologies and mobile devices induced the emergence of new applications called context-aware services oriented applications. Such applications provide appropriate services or relevant information to the user or other applications to perform a specific task. An important challenge in such applications development process is context modeling and reasoning. Ontology based models presents the most promising instrument for context modeling and offers possibility of applying ontology reasoning techniques. the aim of context reasoning is converting low-level context to highlevel context in order to provide costumized services to users. In this paper, we present an architecture for the development of context aware services based on ontologies. We also highlight our context metamodel and discuss about reasoning process for e-health systems. {\textcopyright} 2013 IEEE.},
	doi = {10.1109/AICCSA.2013.6616439},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84887225025\&doi=10.1109\%2fAICCSA.2013.6616439\&partnerID=40\&md5=7ca7da696e2d53b254ab9b4b909c71e7},
	author = {Guermah, H.a and Fissaa, T.a and Hafiddi, H.a b and Nassar, M.a and Kriouile, A.a}
}
@conference { ISI:000341079600025,
	title = {Context Modeling and Reasoning for building Context Aware Services},
	booktitle = {2013 ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA)},
	year = {2013},
	note = {IEEE and Arab-Computing-Society (ACS) International Conference on Computer Systems and Applications (AICCSA), Al Akhawayn Univ, Ifrane, MOROCCO, MAY 27-30, 2013},
	publisher = {IEEE; Arab Comp Soc},
	organization = {IEEE; Arab Comp Soc},
	abstract = {The rapid evolution of software paradigms, wireless technologies and mobile devices induced the emergence of new applications called context-aware services oriented applications. Such applications provide appropriate services or relevant information to the user or other applications to perform a specific task. An important challenge in such applications development process is context modeling and reasoning. Ontology based models presents the most promising instrument for context modeling and offers possibility of applying ontology reasoning techniques. the aim of context reasoning is converting low-level context to high-level context in order to provide costumized services to users. In this paper, we present an architecture for the development of context aware services based on ontologies. We also highlight our context metamodel and discuss about reasoning process for e-health systems.},
	isbn = {978-1-4799-0792-2},
	author = {Guermah, Hatim and Fissaa, Tarik and Hafiddi, Hatim and Nassar, Mahmoud and Kriouile, Abdelaziz}
}
@article {Aouinatou2013171,
	title = {On the conventional public key in identification-based encryption: The case of RSA},
	journal = {International Journal of Information and Computer Security},
	volume = {5},
	number = {3},
	year = {2013},
	note = {cited By 1},
	pages = {171-201},
	abstract = {This paper rely on the traditional method RSA-OAEP with an identification-based encryption. Firstly, we make a little change in the basic idea (Boneh et al., 2002; Ding and Tsudik, 2003) in order to create a scheme with which we can sign and crypt at same time. A simple comparison prove that our signature is equivalent to the signature of Shamir. Then, we propose a new approach, which conserve properly the RSA classic. In this paper we will also respond to the question of Xuhua Ding and Gene Tsudik, to propose a convenient exponent for an RSA-IBE. {\textcopyright} 2013 Inderscience Enterprises Ltd.},
	doi = {10.1504/IJICS.2013.055837},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84882653997\&doi=10.1504\%2fIJICS.2013.055837\&partnerID=40\&md5=9f48d3394236ca7149104e451bdb8230},
	author = {Aouinatou, R.a and Belkasmi, M.b}
}
@conference { ISI:000310353000061,
	title = {Car recognition for multiple data sets based on Histogram of Oriented Gradients and Support Vector Machines},
	booktitle = {2012 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS)},
	year = {2012},
	note = {International Conference on Multimedia Computing and Systems (ICMCS), Tangiers, MOROCCO, MAY 10-12, 2012},
	pages = {329-333},
	publisher = {Morocco Sect MTT/AP Joint Chapter},
	organization = {Morocco Sect MTT/AP Joint Chapter},
	abstract = {In this paper we implement a soft margin support vector machine (SVM) using linear and nonlinerar kernels for image classification. The sequential minimal optimization (SMO) method will be used to find the optimal separating hyperplane between the training data that consist of a multidimensional histogram of oriented gradient (HOG) features vectors extracted from multiple data sets.},
	isbn = {978-1-4673-1520-3},
	author = {Kamal, Iias},
	editor = {Essaaidi, M and Zaz, Y}
}
@conference {Kamal2012328,
	title = {Car recognition for multiple data sets based on histogram of oriented gradients and support vector machines},
	booktitle = {Proceedings of 2012 International Conference on Multimedia Computing and Systems, ICMCS 2012},
	year = {2012},
	note = {cited By 0},
	pages = {328-332},
	doi = {10.1109/ICMCS.2012.6320284},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84869773259\&doi=10.1109\%2fICMCS.2012.6320284\&partnerID=40\&md5=0ad45a3469271b13bbe401f5b9aca330},
	author = {Kamal, I.}
}
@conference {Belkasmi2012872,
	title = {Channel allocation strategies in opportunistic-based cognitive networks},
	booktitle = {IWCMC 2012 - 8th International Wireless Communications and Mobile Computing Conference},
	year = {2012},
	note = {cited By 4},
	pages = {872-877},
	doi = {10.1109/IWCMC.2012.6314319},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84869167181\&doi=10.1109\%2fIWCMC.2012.6314319\&partnerID=40\&md5=8168e16ee34fac24497d20951170d54e},
	author = {Belkasmi, Y. and Kobbane, A. and Koutbi, M.E. and Ben-Othman, J.}
}
@conference { ISI:000312146500145,
	title = {Channel Allocation Strategies in Opportunistic-based Cognitive Networks},
	booktitle = {2012 8TH INTERNATIONAL WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE (IWCMC)},
	series = {International Wireless Communications and Mobile Computing Conference},
	year = {2012},
	note = {8th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC), Limassol, CYPRUS, AUG 27-31, 2012},
	pages = {872-877},
	publisher = {IEEE; IEEE Cyprus Sect; Frederick Univ},
	organization = {IEEE; IEEE Cyprus Sect; Frederick Univ},
	abstract = {The idea to allow unlicensed users to utilize licensed bands whenever it would not cause any interference is one of the fundaments of cognitive radio. In this paper we propose some allocation channel strategies to provide more QoS for unlicensed users. We assume that one channel is dedicated for unlicensed users that can eventually use licensed users channels if idle. The first allocation channel strategy reconsiders, in case of unavailable licensed users{\textquoteright}s channels, the request of unlicensed users to be processed by the dedicated channel. The second strategy doesn{\textquoteright}t reconsider it and simply reject it. QoS performances of the two patterns are evaluated and discussed using analytical models and simulations. For the first communication strategy, we based our model on the work of Habachi and Hayel which we enhance. We proceed to some corrections of mathematical and formulations errors. Analytical and simulation results show that the performances offered by the primary channels to secondary user are better than performances offered by the dedicated channel, however, the performance offered by the primary channels are negatively impacted by the cost of sensing.},
	isbn = {978-1-4577-1379-8},
	issn = {2376-6492},
	author = {Belkasmi, Yassin and Kobbane, Abdellatif and El Koutbi, Mohammed and Ben-Othman, Jalel}
}
@conference {Saad2012,
	title = {Cloud computing architectures based IDS},
	booktitle = {Proceedings of 2012 International Conference on Complex Systems, ICCS 2012},
	year = {2012},
	note = {cited By 0},
	doi = {10.1109/ICoCS.2012.6458581},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84874479828\&doi=10.1109\%2fICoCS.2012.6458581\&partnerID=40\&md5=6df29286b7630db47e3061bc679f59b0},
	author = {Saad, E.N. and Mahdi, K.E. and Zbakh, M.}
}
@conference { ISI:000324984400079,
	title = {Cloud Computing Architectures Based IDS},
	booktitle = {PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON COMPLEX SYSTEMS (ICCS12)},
	year = {2012},
	note = {1st International Conference on Complex Systems (ICCS), Agadir, MOROCCO, NOV 05-06, 2012},
	pages = {457-462},
	abstract = {Today, cloud computing is an attractive and cost-saving saving service for buyers as it provides accessibility and reliability options for users and scalable sales for providers. Before implementing this method of computing, however, it is important to consider the security of the cloud. In this paper, we will present, a classification of specific and traditional attacks to the cloud computing according to their origin and their category, as a solution to protect the cloud from these attacks, the IDS integrated in the cloud remains among the best solution, therefore we will show some existing cloud computing architecture based Intrusion Detection System (IDS), their strengths and weaknesses. For the comparative study between the architectures, we have adopted transparency, alerts analysis, authentication, accountability, dynamic reaction, centralized management, interoperability, deployability and control from front office side as criterion for comparison, as a result of this comparative study, we propose a new architecture in one hand by correcting some weaknesses and in the other hand integrating certain concept.},
	isbn = {978-1-4673-4766-2},
	author = {Saad, En Niari and El Mahdi, Khalil and Zbakh, Mostapha},
	editor = {Essaaidi, M and Nemiche, M}
}
@conference {Mountassir2012259,
	title = {A cross-study of sentiment classification on arabic corpora},
	booktitle = {Res. and Dev. in Intelligent Syst. XXIX: Incorporating Applications and Innovations in Intel. Sys. XX - AI 2012, 32nd SGAI Int. Conf. on Innovative Techniques and Applications of Artificial Intel.},
	year = {2012},
	note = {cited By 5},
	pages = {259-272},
	doi = {10.1007/978-1-4471-4739-8-21},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84881507047\&doi=10.1007\%2f978-1-4471-4739-8-21\&partnerID=40\&md5=558cbf80cf3c4c368bae6571c00c9274},
	author = {Mountassir, A. and Benbrahim, H. and Berrada, I.}
}
@conference {Hafiddi2011176,
	title = {A context-aware service centric approach for service oriented architectures},
	booktitle = {ICEIS 2011 - Proceedings of the 13th International Conference on Enterprise Information Systems},
	volume = {3 ISAS},
	year = {2011},
	note = {cited By 4},
	pages = {176-183},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865112643\&partnerID=40\&md5=2dc55c40ac4f93da3355ed544dba2d19},
	author = {Hafiddi, H. and Nassar, M. and Baidouri, H. and El Asri, B. and Kriouile, A.}
}
@conference {Elbhiri2010,
	title = {Clustering in Wireless Sensor Networks based on near Optimal bi-partitions},
	booktitle = {6th Euro NF Conference on Next Generation Internet, NGI 2010 - Proceedings},
	year = {2010},
	note = {cited By 10},
	doi = {10.1109/NGI.2010.5534469},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-77956440742\&doi=10.1109\%2fNGI.2010.5534469\&partnerID=40\&md5=bdb3af7a0347d03735950c66675c8253},
	author = {Elbhiri, B. and Fkihi, S.E. and Saadane, R. and Aboutajdine, D.}
}
@conference {Bouirouga2010,
	title = {A comparison of skin detection techniques for objectionable videos},
	booktitle = {2010 5th International Symposium on I/V Communications and Mobile Networks, ISIVC 2010},
	year = {2010},
	note = {cited By 0},
	doi = {10.1109/ISVC.2010.5656278},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-78651520179\&doi=10.1109\%2fISVC.2010.5656278\&partnerID=40\&md5=cbf0bdbe507be5b0297aaf80e2b30d25},
	author = {Bouirouga, H. and El Fkihi, S. and Jilbab, A. and Bakrim, M.}
}
@conference {Blaise2009,
	title = {Can MAC waiting time improve TCP performance over ad-hoc networks?},
	booktitle = {2009 Mediterrannean Microwave Symposium, MMS 2009},
	year = {2009},
	note = {cited By 0},
	doi = {10.1109/MMS.2009.5409805},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-77950326540\&doi=10.1109\%2fMMS.2009.5409805\&partnerID=40\&md5=0a1ec2421fc7897e9d936bfb0c49fb0b},
	author = {Blaise, A. and Berqia, A.}
}
@conference { ISI:000283768100034,
	title = {Can MAC waiting time improve TCP performance over Ad-hoc networks?},
	booktitle = {2009 MEDITERRANEAN MICROWAVE SYMPOSIUM},
	year = {2009},
	note = {Mediterranean Microwave Symposium, Tangiers, MOROCCO, NOV 15-17, 2009},
	pages = {134-138},
	abstract = {TCP is the most transport protocol used in internet. Today, there is an increasing demand for high-throughput wireless data transmission. In wireless communication mode, TCP doesn{\textquoteright}t provide a high-throughput due to the difficulty in making a difference between congestion problem and error transmission caused by collision, lost of route or link error. In this paper, we propose the MAC waiting time as a parameter that will help TCP to differentiate losses and to improve its performance.},
	isbn = {978-1-4244-4664-3},
	author = {Blaise, Angoma and Berqia, Amine}
}
@conference { ISI:000271458300071,
	title = {Code Generation in VUML Profile: A Model Driven Approach},
	booktitle = {2009 IEEE/ACS INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, VOLS 1 AND 2},
	year = {2009},
	note = {7th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA-09), Rabat, MOROCCO, MAY 10-OCT 13, 2009},
	pages = {412-419},
	publisher = {ACS; IEEE},
	organization = {ACS; IEEE},
	abstract = {VUML is a view-based analysis/design method offering a formalism (UML profile) and a process to model software systems through objects and views. The main extension to UML is the multiview class whose goal is to store and deliver information according to the user{\textquoteright}s viewpoint. VUML supports the dynamic change of viewpoints and offers mechanisms to describe view dependencies. On the semantics side, the VUML meta-model extends the UML one with OCL rules. VUML proposes also a generic implementation pattern to generate the object code corresponding to a VUML class diagram. The proposed pattern uses delegation, handle technique and polymorphism. to implement views. In this paper, we present a model driven implementation of this pattern, which integrates the multi-user aspect and supports Java language. We propose a code generation technique that respects the pattern and uses the MDA approach. We specify transformations as a collection of rules implemented in ATL. The proposal is illustrated by a simple example.},
	isbn = {978-1-4244-3807-5},
	doi = {10.1109/AICCSA.2009.5069358},
	author = {Nassar, Mahmoud and Anwar, Adil and Ebersold, Sophie and Elasri, Bouchra and Coulette, Bernard and Kriouile, Abdelaziz}
}
@conference {Nassar2009412,
	title = {Code generation in VUML profile: A model driven approach},
	booktitle = {2009 IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2009},
	year = {2009},
	note = {cited By 4},
	pages = {412-419},
	doi = {10.1109/AICCSA.2009.5069358},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-70349911813\&doi=10.1109\%2fAICCSA.2009.5069358\&partnerID=40\&md5=e4b947f9a88ea213061c85e81691b486},
	author = {Nassar, M. and Anwar, A. and Ebersold, S. and Elasri, B. and Coulette, B. and Kriouile, A.}
}
@conference {Dya2009889,
	title = {Comparative study of fractal technics for digital compressing images},
	booktitle = {Proceedings of the 2009 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2009},
	volume = {2},
	year = {2009},
	note = {cited By 0},
	pages = {889-894},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84864947398\&partnerID=40\&md5=55c98dc1493218a0d97c614b1f26e88e},
	author = {Dya, Z. and Badri, A. and Sahel, A. and Hajami, A.}
}
@conference {Saidi2009165,
	title = {Component-based development: extension with business component reuse},
	booktitle = {Proceedings of the 2009 3rd International Conference on Research Challenges in Information Science, RCIS 2009},
	year = {2009},
	note = {cited By 4},
	pages = {165-176},
	doi = {10.1109/RCIS.2009.5089280},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-70349443666\&doi=10.1109\%2fRCIS.2009.5089280\&partnerID=40\&md5=6523b0f43c33b8e1ceafc58fa7995adc},
	author = {Saidi, R. and Front, A. and Rieu, D. and Fredj, M. and Mouline, S.}
}
