Seif-Eddine Benkabou

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Publications

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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

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-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