Seif-Eddine Benkabou

According to our database, Seif-Eddine Benkabou authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

mFILS: Tri-Selection via Convex and Nonconvex Regularizations.

Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou, Souleyman Chaib, Mohamed Chohri

IEEE Trans. Neural Networks Learn. Syst., July, 2024

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

Nadir Guermoudi, Houcine Matallah, Amin Mesmoudi, Seif-Eddine Benkabou, Allel Hadjali

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

2023

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

Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khoula Meddahi, Allel Hadjali, Amin Mesmoudi, Khalid Benabdeslem, Souleyman Chaib

World Wide Web (WWW), November, 2023

SRDF_QDAG: An efficient end-to-end RDF data management when graph exploration meets spatial processing.

Houssameddine Yousfi, Amin Mesmoudi, Allel Hadjali, Houcine Matallah, Seif-Eddine Benkabou

Comput. Sci. Inf. Syst., 2023

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

Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Seif-Eddine Benkabou

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

RSMS: Robust Semi-supervised Multi-label Feature Selection for Regression.

Vivien Kraus, Khalid Benabdeslem, Seif-Eddine Benkabou, Dou El Kefel Mansouri, Bruno Canitia

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

2022

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 Trans. Neural Networks Learn. Syst., 2022

RDF_QDAG in Action: Efficient RDF Data Querying at Scale.

Boumediene Saidi, Houssameddine Yousfi, Amin Mesmoudi, Seif-Eddine Benkabou, Allel Hadjali, Houcine Matallah

Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

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, Khalid Benabdeslem, Souleyman Chaib

Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

2021

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 Comput. Appl., 2021

2019

A Novel Proposed Pooling for Convolutional Neural Network.

Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Khalid Benabdeslem

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Reducing Traffic Congestion by LSTM-LOF Framework.

Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Josep Lluís Larriba-Pey, Khalid Benabdeslem

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018

Détection d'anomalies dans les séries temporelles : application aux masses de données sur les pneumatiques. (Outlier detection for time series data : application to tyre data).

Seif-Eddine Benkabou

PhD thesis, 2018

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

Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia

Knowl. Inf. Syst., 2018

An Improved Laplacian Semi-Supervised Regression.

Vivien Kraus, Seif-Eddine Benkabou, Khalid Benabdeslem, Frédéric Cherqui

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

2017

Local-to-Global Unsupervised Anomaly Detection from Temporal Data.

Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

ℓ2-type regularization-based unsupervised anomaly detection from temporal data.

Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017