A new image segmentation approach using community detection algorithms. - Youssef Mourchid; Mohammed El Hassouni; Hocine Cherifi (ISDA, 2015)

An Image Segmentation Algorithm based on Community Detection. - Youssef Mourchid; Mohammed El Hassouni; Hocine Cherifi (COMPLEX NETWORKS, 2016)

Image Segmentation by Deep Community Detection Approach. - Youssef Mourchid; Mohammed El Hassouni; Hocine Cherifi (UNet, 2017)

Multilayer Network Model of Movie Script. - Youssef Mourchid; Benjamin Renoust; Hocine Cherifi; Mohammed El Hassouni (COMPLEX NETWORKS (1), 2018)

Movienet: a movie multilayer network model using visual and textual semantic cues. - Youssef Mourchid; Benjamin Renoust; Olivier Roupin; Le Van; Hocine Cherifi; Mohammed El Hassouni (Appl. Netw. Sci., 2019)

A general framework for complex network-based image segmentation. - Youssef Mourchid; Mohammed El Hassouni; Hocine Cherifi (Multim. Tools Appl., 2019)

Complex networks for image and video Analysis. (Réseaux Complexes pour l'Analyse des Images et des Vidéos). - Youssef Mourchid (2019)

Movie Script Similarity Using Multilayer Network Portrait Divergence. - Majda Lafhel; Hocine Cherifi; Benjamin Renoust; Mohammed El Hassouni; Youssef Mourchid (COMPLEX NETWORKS (1), 2020)

Automatic Image Colorization based on Multi-Discriminators Generative Adversarial Networks. - Youssef Mourchid; Marc Donias; Yannick Berthoumieu (EUSIPCO, 2020)

Dual Color-Image Discriminators Adversarial Networks for Generating Artificial-SAR Colorized Images from SENTINEL-1 Images. - Youssef Mourchid; Marc Donias; Yannick Berthoumieu (MACLEAN@PKDD/ECML, 2020)

Machine Learning and Feature Ranking for Impact Fall Detection Event Using Multisensor Data. - Tresor Y. Koffi; Youssef Mourchid; Mohammed M. Al-Hindawi; Yohan Dupuis (MMSP, 2023)

MR-STGN: Multi-Residual Spatio Temporal Graph Network Using Attention Fusion for Patient Action Assessment. - Youssef Mourchid; Rim Slama (MMSP, 2023)

Deep Learning Based on EfficientNet for Multiorgan Segmentation of Thoracic Structures on a 0.35 T MR-Linac Radiation Therapy System. - Mohammed Chekroun; Youssef Mourchid; Igor Bessières; Alain Lalande (Algorithms, 2023)

D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation. - Youssef Mourchid; Rim Slama (Comput. Biol. Medicine, 2023)

SPDGAN: a generative adversarial network based on SPD manifold learning for automatic image colorization. - Youssef Mourchid; Marc Donias; Yannick Berthoumieu; Mohamed Najim (Neural Comput. Appl., 2023)

Leveraging Auto-distillation and Generative Self-supervised Learning in Residual Graph Transformers for Enhanced Recommender Systems. - Eya Mhedhbi; Youssef Mourchid; Alice Othmani (CSoNet, 2024)

A Framework for Building Point Cloud Cleaning, Plane Detection and Semantic Segmentation. - Ilyass Abouelaziz; Youssef Mourchid (CoRR, 2024)

Artificial Intelligence non-invasive methods for neonatal jaundice detection: A review. - Fati Oiza Salami; Muhammad Muzammel; Youssef Mourchid; Alice Othmani (Artif. Intell. Medicine, 2025)

Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions. - Aafaf Ridouan; Amine Bohi; Youssef Mourchid (CoRR, 2025)

An Improved 3D Skeletons UP-Fall Dataset: Enhancing Data Quality for Efficient Impact Fall Detection. - Tresor Y. Koffi; Youssef Mourchid; Mohammed M. Al-Hindawi; Yohan Dupuis (CoRR, 2025)

DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition. - Zakariae Zrimek; Youssef Mourchid; Mohammed El Hassouni (CoRR, 2025)