Seif-Eddine Benkabou

8
Documents

Publications

Publications

Image document

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-05120265 v1

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-01954836 v1

A temporal dependency preserving approach for anomaly detection on multivariate time series

Seif-Eddine Benkabou , Khalid Benabdeslem , Dou El Kefel Mansouri , Souleyman Chaib , Amin Mesmoudi et al.
World Wide Web, 2025, 28 (3), pp.37. ⟨10.1007/s11280-025-01346-y⟩
Article dans une revue hal-05103019 v1

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-05103017 v1

CoSP: co-selection pick for a global explainability of black box machine learning models

Dou El Kefel Mansouri , Seif-Eddine Benkabou , Khaoula Meddahi , Allel Hadjali , Amin Mesmoudi et al.
World Wide Web, 2023, 26 (6), pp.3965-3981. ⟨10.1007/s11280-023-01213-8⟩
Article dans une revue hal-05103020 v1

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-05103016 v1

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-05103023 v1

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-01528252 v1