Seif-Eddine Benkabou

16
Documents

Publications

Publications

Selectivity Estimation for Spatial Filters Using Optimizer Feedback: A Machine Learning Perspective

Nadir Guermoudi , Houcine Matallah , Amin Mesmoudi , Seif-Eddine Benkabou , Allel Hadjali
International Web Information Systems Engineering conference (WISE 2024), Web Information Systems Engineering Society (WISE), Dec 2024, Doha, Qatar. pp.101-115, ⟨10.1007/978-981-96-0573-6_8⟩
Communication dans un congrès hal-04935281 v1
Image document

Adaptive Patch Labeling and Multi-label Feature Selection for 360-Degree Image Quality Assessment

Abderrezzaq Sendjasni , Mohamed-Chaker Larabi , Seif-Eddine Benkabou
2023 IEEE 25th International Workshop on Multimedia Signal Processing (MMSP), Sep 2023, Poitiers, France. pp.1-6, ⟨10.1109/MMSP59012.2023.10337664⟩
Communication dans un congrès hal-04729225 v1

Towards a Co-selection Approach for a Global Explainability of Black Box Machine Learning Models

Khoula Meddahi , Seif-Eddine Benkabou , Allel Hadjali , Amin Mesmoudi , Dou El Kefel Mansouri et al.
International Conference on Web Information Systems Engineering, Nov 2022, Biarrritz, France. pp.97-109, ⟨10.1007/978-3-031-20891-1_8⟩
Communication dans un congrès hal-03955123 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

L2-Type Regularization-based Unsupervised Anomaly Detection from Temporal Data

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
IEEE IJCNN, May 2017, Alaska, United States
Communication dans un congrès hal-01458412 v1

Régularisation Ridge pour la détection non-supervisée à partir de séries temporelles

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
SFC: Société Francophone de Classification, Jun 2017, Lyon, France
Communication dans un congrès hal-01581660 v1

Local-to-Global unsupervised anomaly detection from temporal data

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
PAKDD, May 2017, Jeju, South Korea
Communication dans un congrès hal-01458411 v1

Entropy-based clustering for anomaly detection from time-series data

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
ICML Workshop on Anomaly detection, 2016, New York, United States
Communication dans un congrès hal-01340978 v1

Une approche embedded pour la détection de nouveautés à partir de séries temporelles

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
Société Francophone de Classification (SFC), 2016, Marrakech, Maroc
Communication dans un congrès hal-01340981 v1

Une approche à deux niveaux séquentiels pour la détection de nouveautés à partir de séries temporelles

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
22ème Rencontres de la Société Francophone de Classification, Sep 2015, Nantes, France. pp.129-132
Communication dans un congrès hal-01198439 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, 2023, pp.1-14. ⟨10.1109/TNNLS.2023.3237170⟩
Article dans une revue hal-03955074 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 (article de synthèse) hal-03955108 v1

The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networks

Dou El Kefel Mansouri , Bachir Kaddar , Seif-Eddine Benkabou , Khalid Benabdeslem
Neural Computing and Applications, 2021, 33 (12), pp.6443-6465. ⟨10.1007/s00521-020-05406-4⟩
Article dans une revue hal-03937288 v1

Unsupervised outlier detection for time series by entropy and dynamic time warping

Seif-Eddine Benkabou , Khalid Benabdeslem , Bruno Canitia
Knowledge and Information Systems (KAIS), 2018, 54 (2), pp.463-486. ⟨10.1007/s10115-017-1067-8⟩
Article dans une revue hal-03937270 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