A VHR scene classification method integrating sparse PCA and saliency computing. - Souleyman Chaib; Yanfeng Gu; Hongxun Yao; Sicheng Zhao (IGARSS, 2016)

An Informative Feature Selection Method Based on Sparse PCA for VHR Scene Classification. - Souleyman Chaib; Yanfeng Gu; Hongxun Yao (IEEE Geosci. Remote. Sens. Lett., 2016)

Deep Feature Fusion for VHR Remote Sensing Scene Classification. - Souleyman Chaib; Huan Liu; Yanfeng Gu; Hongxun Yao (IEEE Trans. Geosci. Remote. Sens., 2017)

Very High Resolution Image Scene Classification with Semantic Fisher Vectors. - Souleyman Chaib; Yanfeng Gu; Hongxun Yao; Khaled Belkadi (IGARSS, 2018)

Improvememt of multi-temporal vegetation modeling using hybrid deep neural networks of multispectral remote sensing images. - Khadidja Bakhti; Khelifa Djerriri; Mohammed El Amin Arabi; Souleyman Chaib; Moussa Sofiane Karoui (IGARSS, 2019)

Very High Resolution Image Scene Classification with Capsule Network. - Souleyman Chaib; Mohammed El Amin Larabi; Yanfeng Gu; Khadidja Bakhti; Moussa Sofiane Karoui (IGARSS, 2019)

Transfer Learning for Changes Detection in Optical Remote Sensing Imagery. - Mohammed El Amin Larabi; Souleyman Chaib; Khadidja Bakhti; Moussa Sofiane Karoui (IGARSS, 2019)

A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition. - Ibrahim Omara; Ahmed Hagag; Souleyman Chaib; Guangzhi Ma; Fathi E. Abd El-Samie; Enmin Song (IEEE Access, 2021)

Dual link distributed source coding scheme for the transmission of satellite hyperspectral imagery. - Ahmed Hagag; Ibrahim Omara; Souleyman Chaib; Guangzhi Ma; Fathi E. Abd El-Samie (J. Vis. Commun. Image Represent., 2021)

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 (WISE, 2022)

On the Co-Selection of Vision Transformer Features and Images for Very High-Resolution Image Scene Classification. - Souleyman Chaib; Dou El Kefel Mansouri; Ibrahim Omara; Ahmed Hagag; Sahraoui Dhelim; Djamel Amar Bensaber (Remote. Sens., 2022)

VeSoNet: Traffic-Aware Content Caching for Vehicular Social Networks Using Deep Reinforcement Learning. - Nyothiri Aung; Sahraoui Dhelim; Liming Chen 001; Abderrahmane Lakas; Wenyin Zhang; Huansheng Ning; Souleyman Chaib; Mohand Tahar Kechadi (IEEE Trans. Intell. Transp. Syst., 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), 2023)

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., 2024)

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; Allel Hadjali (World Wide Web (WWW), 2025)