Publications

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2022
K. Echihabi, Fatourou, P., Zoumpatianos, K., Palpanas, T., et Benbrahim, H., « Hercules Against Data Series Similarity Search », Proceedings of the VLDB Endowment, vol. 15, p. 2005-2018, 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. NaitMalek, Najib, M., Lahlou, A., Bakhouya, M., Gaber, J., et Essaaidi, M., « A Hybrid Approach for State-of-Charge Forecasting in Battery-Powered Electric Vehicles », Sustainability (Switzerland), vol. 14, 2022.
F. - Z. Nakach, Zerouaoui, H., et Idri, A., « Hybrid deep boosting ensembles for histopathological breast cancer classification », Health and Technology, vol. 12, p. 1043-1060, 2022.
M. Mikram, Moujahdi, C., Rhanoui, M., Meddad, M., et Khallout, A., « Hybrid Deep Learning Models for Diabetic Retinopathy Classification », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 167-178, 2022.
R. Nesmaoui, Louhichi, M., et Lazaar, M., « A Hybrid Machine Learning Method for Movies Recommendation », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 517-528, 2022.
M. Rhanoui, Mikram, M., Yousfi, S., Kasmi, A., et Zoubeidi, N., « A hybrid recommender system for patron driven library acquisition and weeding », Journal of King Saud University - Computer and Information Sciences, vol. 34, p. 2809-2819, 2022.
B. Sabiri, Asri, B., et Rhanoui, M., « Impact of Hyperparameters on the Generative Adversarial Networks Behavior », in International Conference on Enterprise Information Systems, ICEIS - Proceedings, 2022, vol. 1, p. 428-438.
C. Miloudi, Cheikhi, L., Idri, A., et Abran, A., « The Impact of Instance Selection Algorithms on Maintenance Effort Estimation for Open-Source Software », Lecture Notes in Networks and Systems, vol. 470 LNNS, p. 191-201, 2022.
K. Najmani, Ajallouda, L., Benlahmar, E. H., Sael, N., et Zellou, A., « The Impact of the k-Nearest Neighbor Parameters in Collaborative Filtering Recommender Systems », Lecture Notes in Networks and Systems, vol. 489 LNNS, p. 556-567, 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.
S. Mensou, Mekrini, Z., Essadki, A., Nasser, T., et Idrissi, B. B., « Improving LVRT Capability of a Wind Turbine During a Voltage Sag in the Electrical Network », Studies in Systems, Decision and Control, vol. 446, p. 51-65, 2022.
M. Chemmakha, Habibi, O., et Lazaar, M., « Improving Machine Learning Models for Malware Detection Using Embedded Feature Selection Method », in IFAC-PapersOnLine, 2022, vol. 55, p. 771-776.
H. Elouatouat, Essadki, A., Nasser, T., et Chojaa, H., « Integral Sliding Mode Control for DFIG Based Wind Energy Conversion System Using Ant Colony Optimization Algorithm », Lecture Notes in Networks and Systems, vol. 455 LNNS, p. 675-684, 2022.
M. A. Marhraoui, Idrissi, M. A. Janati, et A. Manouar, E., « An Integrated Human-AI Framework Towards Organizational Agility and Sustainable Performance », Lecture Notes in Networks and Systems, vol. 393, p. 73-87, 2022.
C. Gong, Yue, X., Wang, X., Dai, X., Zou, R., et Essaaidi, M., « Intelligent Reflecting Surface Aided Secure Communications for NOMA Networks », IEEE Transactions on Vehicular Technology, vol. 71, p. 2761-2773, 2022.
J. Elhachmi et Cheikhani, Y., « Interactive Large-Scale Graph Visualization and Analysis for Social Networks », Lecture Notes in Networks and Systems, vol. 455 LNNS, p. 456-465, 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. Hakkoum, Abnane, I., et Idri, A., « Interpretability in the medical field: A systematic mapping and review study », Applied Soft Computing, vol. 117, 2022.
A. Ismaili-Alaoui, Baina, K., et Benali, K., « IoDEP: Towards an IoT-Data Analysis and Event Processing Architecture for Business Process Incident Management », International Journal of Advanced Computer Science and Applications, vol. 13, p. 900-915, 2022.
L. Ajallouda, Fagroud, F. Z., Zellou, A., et Lahmar, E. B., « KP-USE: An Unsupervised Approach for Key-Phrases Extraction from Documents », International Journal of Advanced Computer Science and Applications, vol. 13, p. 283-289, 2022.
A. Yousfi, Boumehdi, A., Laaroussi, S., Makoudi, R., Aouragh, S. L., Gueddah, H., Habibi, B., Nejja, M., et Said, I., « The Large Annotated Corpus for the Arabic Language (LACAL) », Studies in Computational Intelligence, vol. 1061, p. 205-219, 2022.
H. Saadaoui et F. Bouanani, E., « A Local PSO-Based Algorithm for Cooperative Multi-UAV Pollution Source Localization », IEEE Access, vol. 10, p. 106436-106450, 2022.
M. Benaida, Abnane, I., Idri, A., et T. Idrissi, E., « Machine and Deep Learning Predictive Techniques for Blood Glucose Level », Lecture Notes in Networks and Systems, vol. 468 LNNS, p. 476-485, 2022.
I. Tougui, Jilbab, A., et J. Mhamdi, E., « Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker », Healthcare Informatics Research, vol. 28, p. 210-221, 2022.

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