Publications

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2022
L. Ajallouda et Zellou, A., « Present and absent keyphrases extraction: an approach based on sentence embedding », Indonesian Journal of Electrical Engineering and Computer Science, vol. 28, p. 1601-1612, 2022.
F. - Z. Nakach, Zerouaoui, H., et Idri, A., « Random Forest Based Deep Hybrid Architecture for Histopathological Breast Cancer Images Classification », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13376 LNCS, p. 3-18, 2022.
K. Benabbes, Housni, K., A. Mezouary, E., et Zellou, A., « Recommendation System Issues, Approaches and Challenges Based on User Reviews », Journal of Web Engineering, vol. 21, p. 1017-1054, 2022.
M. Radouane, Zouggari, N. I., Amraoui, A., et Amraoui, M., « A ROBUST WATERMARKING SCHEME BASED ON DCT, IWT and SVD WITH OPTIMAL BLOCK », Journal of Theoretical and Applied Information Technology, vol. 100, p. 3507-3521, 2022.
O. Reda et Zellou, A., « SMDQM-Social Media Data Quality Assessment Model », in 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022, 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. Ajallouda, Fagroud, F. Z., Zellou, A., et Benlahmar, E. H., « A Systematic Literature Review of Keyphrases Extraction Approaches », International Journal of Interactive Mobile Technologies, vol. 16, p. 31-58, 2022.
A. Zizaan et Idri, A., « Systematic Map of Machine Learning Based Breast Cancer Screening », Lecture Notes in Networks and Systems, vol. 468 LNNS, p. 425-434, 2022.
L. Ajallouda, Hourrane, O., Zellou, A., et Benlahmar, E. H., « Toward a New Process for Candidate Key-Phrases Extraction », Lecture Notes in Networks and Systems, vol. 455 LNNS, p. 466-474, 2022.
2021
H. Zerouaoui, Idri, A., Nakach, F. Z., et Hadri, R. E., « Breast Fine Needle Cytological Classification Using Deep Hybrid Architectures », Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12950 LNCS, p. 186-202, 2021.
F. Z. Fagroud, Ajallouda, L., Lahmar, E. H. B., Toumi, H., Zellou, A., et S. Filali, E., « A Brief Survey on Internet of Things (IoT) », Lecture Notes in Networks and Systems, vol. 211 LNNS, p. 335-344, 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. Houmz, Mezzour, G., Zkik, K., Ghogho, M., et Benbrahim, H., « Detecting the impact of software vulnerability on attacks: A case study of network telescope scans », Journal of Network and Computer Applications, vol. 195, 2021.
A. Yousfi, Yazidi, M. H. El, et Zellou, A., « An Efficient Holistic Schema Matching Approach », Communications in Computer and Information Science, vol. 1350, p. 588-601, 2021.
M. Essaaidi et Zaz, Y., « Foreword », in Proceedings of 2021 9th International Renewable and Sustainable Energy Conference, IRSEC 2021, 2021.
E. A. Hafidy, Rachad, T., Idri, A., et Zellou, A., « Gamified mobile applications for improving driving behavior: A systematic mapping study », Mobile Information Systems, vol. 2021, 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.
Y. Baddi, Anass, S., Zkik, K., Maleh, Y., Mohammed, B., et Dafir, E. - C. El Kettani, « MSDN-GKM: Software Defined Networks Based Solution for Multicast Transmission with Group Key Management », Studies in Computational Intelligence, vol. 919, p. 373-396, 2021.
H. A. I. T. Abdelali, Derrouz, H., Zennayi, Y., Thami, R. O. H., et Bourzeix, F., « Multiple hypothesis detection and tracking using deep learning for video traffic surveillance », IEEE Access, vol. 9, p. 164282-164291, 2021.
H. Zerouaoui et Idri, A., « Reviewing Machine Learning and Image Processing Based Decision-Making Systems for Breast Cancer Imaging », Journal of Medical Systems, vol. 45, 2021.
A. Yousfi, Yazidi, M. H. El, et Zellou, A., « SBP: Preparation of Schema Elements to Schema Matching », Lecture Notes in Electrical Engineering, vol. 733 LNEE, p. 129-144, 2021.
A. Sebbar, Zkik, K., Baddi, Y., Boulmalf, M., et Kettani, M. D. Ech- Cherif, « Secure Data Sharing Framework Based on Supervised Machine Learning Detection System for Future SDN-Based Networks », Studies in Computational Intelligence, vol. 919, p. 355-371, 2021.
A. Moussaid, S. Fkihi, E., et Zennayi, Y., « Tree crowns segmentation and classification in overlapping orchards based on satellite images and unsupervised learning algorithms », Journal of Imaging, vol. 7, 2021.
A. H. Abdelali, Bourja, O., Haouari, R., Derrouz, H., Zennayi, Y., Bourzex, F., et R. Thami, O. Haj, « Visual Vehicle Tracking via Deep Learning and Particle Filter », Advances in Intelligent Systems and Computing, vol. 1188, p. 517-526, 2021.
R. Zou, Yang, J., Wang, Y., Liu, F., Essaaidi, M., et Srinivasan, D., « Wind turbine power curve modeling using an asymmetric error characteristic-based loss function and a hybrid intelligent optimizer », Applied Energy, vol. 304, 2021.

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