Publications

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2022
M. Tamir, Chiheb, R., Ouzayd, F., et Retmi, K., « Conception of an Automatic Decision Support Platform Based on Cross-Sorting Methods and the Fuzzy Logic for General Use », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 73-81, 2022.
K. A. Al Afandy, Omara, H., Lazaar, M., et M. Achhab, A., Deep learning. 2022, p. 127-166.
K. A. AlAfandy, Omara, H., El-Sayed, H. S., Baz, M., Lazaar, M., Faragallah, O. S., et M. Achhab, A., « Efficient Classification of Remote Sensing Images Using Two Convolution Channels and SVM », Computers, Materials and Continua, vol. 72, p. 739-753, 2022.
Y. E. Ouatiti, Sayagh, M., Kerzazi, N., et Hassan, A. E., « An empirical study on log level prediction for multi-component systems », IEEE Transactions on Software Engineering, 2022.
N. Ounasser, Rhanoui, M., Mikram, M., et Asri, B. E., « Generative and Autoencoder Models for Large-Scale Mutivariate Unsupervised Anomaly Detection », Smart Innovation, Systems and Technologies, vol. 237, p. 45-58, 2022.
K. Ouaddi, Benadada, Y., et Mhada, F. - Z., « Heuristic based on iterative exact method for multi-tour dynamic vehicle routing problem with overtime », International Journal of Logistics Systems and Management, vol. 41, p. 205-224, 2022.
Y. Afoudi, Lazaar, M., M. Achhab, A., et Omara, H., « Improved Content Based Filtering Using Unsupervised Machine Learning on Movie Recommendation », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 543-555, 2022.
A. Kharbouch, Berouine, A., Elkhoukhi, H., Berrabah, S., Bakhouya, M., D. Ouadghiri, E., et Gaber, J., « Internet-of-Things Based Hardware-in-the-Loop Framework for Model-Predictive-Control of Smart Building Ventilation », Sensors, vol. 22, 2022.
H. Ouifak, Idri, A., Benbriqa, H., et Abnane, I., « Performance-Interpretability Tradeoff of Mamdani Neuro-Fuzzy Classifiers for Medical Data », Lecture Notes in Networks and Systems, vol. 468 LNNS, p. 456-465, 2022.
A. Berouine, Ouladsine, R., Bakhouya, M., et Essaaidi, M., « A predictive control approach for thermal energy management in buildings », Energy Reports, vol. 8, p. 9127-9141, 2022.
S. Lamrhari, Ghazi, H. E., Oubrich, M., et Faker, A. E., « A social CRM analytic framework for improving customer retention, acquisition, and conversion », Technological Forecasting and Social Change, vol. 174, 2022.
E. M. Jai, Zhar, M., Ouazar, D., Akhrif, I., et Saidou, N., « Socio-economic analysis of short-term trends of COVID-19: modeling and data analytics », BMC Public Health, vol. 22, 2022.
L. Niharmine, Outtaj, B., et Azouaoui, A., « Tifinagh handwritten character recognition using optimized convolutional neural network », International Journal of Electrical and Computer Engineering, vol. 12, p. 4164-4171, 2022.
2021
A. Fakhari, Lazaar, M., et Omara, H., « A Comparative Study Between the Most Usable Object Detection Methods Based on Deep Convolutional Neural Networks », Lecture Notes in Networks and Systems, vol. 183, p. 867-876, 2021.
N. Nejjari, Lahlou, S., Fadi, O., Zkik, K., Oudani, M., et Benbrahim, H., « Conflict spectrum: An empirical study of geopolitical cyber threats from a social network perspective », in 2021 8th International Conference on Social Network Analysis, Management and Security, SNAMS 2021, 2021.
A. Mabrouk, Naja, A., Oualhaj, O. A., Kobbane, A., et Boulmalf, M., « A cooperative game based mechanism for autonomous organization and ubiquitous connectivity in VANETs », Simulation Modelling Practice and Theory, vol. 107, 2021.
A. A. Temghart, D. Omar, A., Outanoute, M., et Marwan, M., « Game Theoretic Approaches to Mitigate Cloud Security Risks: An Initial Insight », Lecture Notes in Business Information Processing, vol. 416 LNBIP, p. 335-347, 2021.
A. A. Temghart, D. Omar, A., Outanoute, M., et Marwan, M., « Game Theoretic Approaches to Mitigate Cloud Security Risks: An Initial Insight », Lecture Notes in Business Information Processing, vol. 416 LNBIP, p. 335-347, 2021.
E. B. Ouassif, Idri, A., et Hosni, M., « Homogeneous ensemble based support vector machine in breast cancer diagnosis », in HEALTHINF 2021 - 14th International Conference on Health Informatics; Part of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2021, 2021, p. 352-360.
A. E. Ouardi, Rhanoui, M., Benlarabi, A., et Asri, B. E., « Hybrid Prototypical Networks Augmented by a Non-linear Classifier », in International Conference on Enterprise Information Systems, ICEIS - Proceedings, 2021, vol. 1, p. 790-794.
E. B. Ouassif, Idri, A., et Hosni, M., « Investigating Accuracy and Diversity in Heterogeneous Ensembles for Breast Cancer Classification », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12950 LNCS, p. 263-281, 2021.
A. Elmouatamid, NaitMalek, Y., Ouladsine, R., Bakhouya, M., N. kamoun, E., Khaidar, M., et Zine-Dine, K., « A MicroGrid System Infrastructure Implementing IoT/Big-Data Technologies for Efficient Energy Management in Buildings », Green Energy and Technology, p. 571-600, 2021.
A. A. Temghart, D. Omar, A., et Marwan, M., « Optimal Virtual Machine Provisioning in Cloud Computing Using Game Theory », Lecture Notes in Business Information Processing, vol. 416 LNBIP, p. 307-321, 2021.
E. Z. Ouazzani, H. Bakkali, E., et Sadki, S., Privacy Preserving in Digital Health: Main Issues, Technologies, and Solutions. 2021, p. 1503-1526.
E. Z. Ouazzani, Braeken, A., et H. Bakkali, E., « Proximity Measurement for Hierarchical Categorical Attributes in Big Data », Security and Communication Networks, vol. 2021, 2021.

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