Seif-Eddine Benkabou

Publications

Article dans une revue (5)

A temporal dependency preserving approach for anomaly detection on multivariate time series Seif-Eddine Benkabou,Khalid Benabdeslem,Dou El Kefel Mansouri,Souleyman Chaib,Amin Mesmoudiet al. World Wide Web, 2025, 28 (3), pp.37. ⟨10.1007/s11280-025-01346-y⟩ Article dans une revue hal-05103019v1
mFILS: Tri-Selection via Convex and Nonconvex Regularizations Dou El Kefel Mansouri,Khalid Benabdeslem,Seif.Eddine Benkabou,Souleyman Chaib,Mohamed Chohri IEEE Transactions on Neural Networks and Learning Systems, 2024, 35 (7), pp.9871-9884. ⟨10.1109/TNNLS.2023.3237170⟩ Article dans une revue hal-05103017v1
Local Anomaly Detection for Multivariate Time Series by Temporal Dependency Based on Poisson Model Seif-Eddine Benkabou,Khalid Benabdeslem,Vivien Kraus,Kilian Bourhis,Bruno Canitia IEEE Transactions on Neural Networks and Learning Systems, 2022, 33 (11), pp.6701-6711. ⟨10.1109/TNNLS.2021.3083183⟩ Article dans une revue hal-05103016v1
The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networks Dou El Kefel Mansouri,Seif-Eddine Benkabou,Bachir Kaddar,Khalid Benabdeslem Neural Computing and Applications, 2020, 33 (12), pp.6443-6465. ⟨10.1007/s00521-020-05406-4⟩ Article dans une revue hal-05103023v1
Unsupervised Outlier Detection for Time Series by Entropy and Dynamic Time Warping Seif-Eddine Benkabou,Khalid Benabdeslem,Canitia Bruno Knowledge and Information Systems (KAIS), 2017, ⟨10.1007/s10115-017-1067-8⟩ Article dans une revue hal-01528252v1

Communication dans un congrès (2)

Optimizing Frame Selection for Improved Video Quality Assessment Through Embedding Similarity Abderrezzaq Sendjasni,Mohamed-Chaker Larabi,Seif-Eddine Benkabou 2025 Electronic Imaging Symposium : Image Quality and System Performance, Society for Imaging Science and Technology (IS&T), Feb 2025, Burlingame (California), United States. pp.251, ⟨10.2352/ei.2025.37.9.iqsp-251⟩ Communication dans un congrès hal-05120265v1
An improved Laplacian semi-supervised regression Seif-Eddine Benkabou,Seif-Eddine Benkabou,Khalid Benabdeslem,Frederic Cherqui 30th International Conference on Tools with Artificial Intelligence, Nov 2018, Volos, Greece Communication dans un congrès hal-01954836v1