Seif-Eddine Benkabou

22 papers B 6C 2Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A temporal dependency preserving approach for anomaly detection on multivariate time series. World Wide Web (WWW) Seif-Eddine Benkabou, Khalid Benabdeslem, Dou El Kefel Mansouri, Souleyman Chaib, Amin Mesmoudi, Allel Hadjali
2025	J	`jnl`	Bridging machine learning and query optimization: Feedback-driven selectivity estimation for spatial filters. World Wide Web (WWW) Nadir Guermoudi, Houcine Matallah, Amin Mesmoudi, Seif-Eddine Benkabou, Allel Hadjali, Ahmed Youcef Benhalima
2024	J	`jnl`	A Two-Fold Patch Selection Approach for Improved 360-Degree Image Quality Assessment. CoRR Abderrezzaq Sendjasni, Seif-Eddine Benkabou, Mohamed-Chaker Larabi
2024	J	`jnl`	Fréchet regression for multi-label feature selection with implicit regularization. CoRR Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khalid Benabdeslem
2024	J	`jnl`	Implicit Regularization for Multi-label Feature Selection. CoRR Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou
2024	—	`conf`	Selectivity Estimation for Spatial Filters Using Optimizer Feedback: A Machine Learning Perspective. WISE (4) Nadir Guermoudi, Houcine Matallah, Amin Mesmoudi, Seif-Eddine Benkabou, Allel Hadjali
2024	J	`jnl`	mFILS: Tri-Selection via Convex and Nonconvex Regularizations. IEEE Trans. Neural Networks Learn. Syst. Dou El Kefel Mansouri, Khalid Benabdeslem, Seif-Eddine Benkabou, Souleyman Chaib, Mohamed Chohri
2023	C	`conf`	Adaptive Patch Labeling and Multi-Label Feature Selection for 360-Degree Image Quality Assessment. MMSP Abderrezzaq Sendjasni, Mohamed-Chaker Larabi, Seif-Eddine Benkabou
2023	J	`jnl`	CoSP: co-selection pick for a global explainability of black box machine learning models. World Wide Web (WWW) Dou El Kefel Mansouri, Seif-Eddine Benkabou, Khoula Meddahi, Allel Hadjali, Amin Mesmoudi, Khalid Benabdeslem, Souleyman Chaib
2023	B	`conf`	RSMS: Robust Semi-supervised Multi-label Feature Selection for Regression. ICTAI Vivien Kraus, Khalid Benabdeslem, Seif-Eddine Benkabou, Dou El Kefel Mansouri, Bruno Canitia
2023	J	`jnl`	SRDF_QDAG: An efficient end-to-end RDF data management when graph exploration meets spatial processing. Comput. Sci. Inf. Syst. Houssameddine Yousfi, Amin Mesmoudi, Allel Hadjali, Houcine Matallah, Seif-Eddine Benkabou
2022	J	`jnl`	Local Anomaly Detection for Multivariate Time Series by Temporal Dependency Based on Poisson Model. IEEE Trans. Neural Networks Learn. Syst. Seif-Eddine Benkabou, Khalid Benabdeslem, Vivien Kraus, Kilian Bourhis, Bruno Canitia
2022	B	`conf`	RDF_QDAG in Action: Efficient RDF Data Querying at Scale. WISE Boumediene Saidi, Houssameddine Yousfi, Amin Mesmoudi, Seif-Eddine Benkabou, Allel Hadjali, Houcine Matallah
2022	B	`conf`	Towards a Co-selection Approach for a Global Explainability of Black Box Machine Learning Models. WISE Khoula Meddahi, Seif-Eddine Benkabou, Allel Hadjali, Amin Mesmoudi, Dou El Kefel Mansouri, Khalid Benabdeslem, Souleyman Chaib
2021	J	`jnl`	The Mode-Fisher pooling for time complexity optimization in deep convolutional neural networks. Neural Comput. Appl. Dou El Kefel Mansouri, Bachir Kaddar, Seif-Eddine Benkabou, Khalid Benabdeslem
2019	B	`conf`	A Novel Proposed Pooling for Convolutional Neural Network. ICTAI Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Khalid Benabdeslem
2019	C	`conf`	Reducing Traffic Congestion by LSTM-LOF Framework. AICCSA Dou El Kefel Mansouri, Seif-Eddine Benkabou, Bachir Kaddar, Josep Lluís Larriba-Pey, Khalid Benabdeslem
2018	B	`conf`	An Improved Laplacian Semi-Supervised Regression. ICTAI Vivien Kraus, Seif-Eddine Benkabou, Khalid Benabdeslem, Frédéric Cherqui
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
2018	J	`jnl`	Unsupervised outlier detection for time series by entropy and dynamic time warping. Knowl. Inf. Syst. Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia
2017	—	`conf`	Local-to-Global Unsupervised Anomaly Detection from Temporal Data. PAKDD (1) Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia
2017	B	`conf`	ℓ2-type regularization-based unsupervised anomaly detection from temporal data. IJCNN Seif-Eddine Benkabou, Khalid Benabdeslem, Bruno Canitia