Les publications

Journal articles

2025

ref_biblio

Lorenzo Hermez, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, Vincent Vigneron. Gait asymmetry assessment through Eigen-Gait components on dissimilarity maps. Computers in Biology and Medicine, 2025, 184, pp.109390. ⟨10.1016/j.compbiomed.2024.109390⟩. ⟨hal-04806189⟩

Accès au texte intégral et bibtex

2024

ref_biblio

Katia Andrade, Nesma Houmani, Thomas Guieysse, Solofo Razafimahatratra, André Klarsfeld, et al.. Self-modulation of gamma-band synchronization through EEG-neurofeedback training in the elderly. Journal of Integrative Neuroscience, 2024, 23 (3), pp.67. ⟨10.31083/j.jin2303067⟩. ⟨hal-04663972⟩

Accès au texte intégral et bibtex

ref_biblio

Mounim El Yacoubi, Umapada Pal, Eric Granger, Pong Chi Yuen. Special section: best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022.. Pattern Recognition Letters, 2024, 177, pp.150. ⟨10.1016/j.patrec.2023.12.011⟩. ⟨hal-04364347⟩

Accès au bibtex

ref_biblio

Xavier Guerra, Simon Rennotte, Catalin Fetita, Marouane Boubaya, Marie-Pierre Debray, et al.. U-net convolutional neural network applied to progressive fibrotic interstitial lung disease: is progression at CT scan associated with a clinical outcome?. Respiratory Medicine and Research, 2024, 85, pp.101058. ⟨10.1016/j.resmer.2023.101058⟩. ⟨hal-04303262⟩

Accès au bibtex

ref_biblio

Abdelghani Halimi, Lorenzo Hermez, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga. A novel gait quality measure for characterizing pathological gait based on Hidden Markov Models. Computers in Biology and Medicine, 2024, 184, ⟨10.1016/j.compbiomed.2024.109368⟩. ⟨hal-04842998⟩

Accès au texte intégral et bibtex

ref_biblio

Hajar Hammouch, Suchitra Patil, Sunita Choudhary, Mounim A El-Yacoubi, Jan Masner, et al.. Hybrid-AI and model ensembling to exploit UAV-Based RGB imagery: an evaluation of sorghum crop’s nitrogen content. Agriculture, 2024, 14 (10), pp.1682. ⟨10.3390/agriculture14101682⟩. ⟨hal-04827587⟩

Accès au texte intégral et bibtex

ref_biblio

Hajar Hammouch, Mounim El-Yacoubi, Huafeng Qin, Hassan Berbia. A systematic review and meta-analysis of intelligent irrigation systems. IEEE Access, 2024, pp.1-1. ⟨10.1109/ACCESS.2024.3421322⟩. ⟨hal-04655226⟩

Accès au bibtex

ref_biblio

Houda Jmila, Mohamed Ibn Khedher, Mounim El Yacoubi. The promise of applying machine learning techniques to network function virtualization. International Journal of Network Dynamics and Intelligence, 2024. ⟨hal-04675479⟩

Accès au bibtex

ref_biblio

Adil Khan, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Deep learning for quantified gait analysis: a systematic literature review. IEEE Access, 2024, 12, pp.138932--138957. ⟨10.1109/ACCESS.2024.3434513⟩. ⟨hal-04678262⟩

Accès au bibtex

ref_biblio

Adil Khan, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Phase-based gait prediction after botulinum toxin treatment using deep learning. Sensors, 2024, 24 (16), pp.5343. ⟨10.3390/s24165343⟩. ⟨hal-04691449⟩

Accès au bibtex

ref_biblio

Yantao Li, Chao Fan, Huafeng Qin, Shaojiang Deng, Mounim El-Yacoubi, et al.. Deep reinforcement learning-based feature extraction and encoding for finger-vein verification. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, pp.1-15. ⟨10.1109/TETCI.2024.3398022⟩. ⟨hal-04655228⟩

Accès au bibtex

ref_biblio

Luiz Miranda, Caroline Duc, Nathalie Redon, João Pinheiro, Bernadette Dorizzi, et al.. Automatic detection of indoor air pollution-related activities using metal-oxide gas sensors and the temporal intrinsic dimensionality estimation of data. Indoor Environments, 2024, 1 (3), pp.100026. ⟨10.1016/j.indenv.2024.100026⟩. ⟨hal-04621121⟩

Accès au bibtex

ref_biblio

Huafeng Qin, Zhipeng Xiong, Yantao Li, Mounim El-Yacoubi, Jun Wang. Attention BLSTM-based temporal-spatial vein transformer for multi-view finger-vein recognition. IEEE Transactions on Information Forensics and Security, 2024, 19, pp.9330-9343. ⟨10.1109/TIFS.2024.3468898⟩. ⟨hal-04827600⟩

Accès au bibtex

ref_biblio

Huafeng Qin, Changqing Gong, Yantao Li, Mounim El-Yacoubi, Xinbo Gao, et al.. Attention label learning to enhance interactive vein transformer for palm-vein recognition. IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024, 6 (3), pp.341-351. ⟨10.1109/TBIOM.2024.3381654⟩. ⟨hal-04655230⟩

Accès au bibtex

ref_biblio

Jana Sweidan, Mounim A El-Yacoubi, Anne-Sophie Rigaud. Explainability of CNN-based Alzheimer’s disease detection from online handwriting. Scientific Reports, 2024, 14 (1), ⟨10.1038/s41598-024-72650-2⟩. ⟨hal-04827554⟩

Accès au texte intégral et bibtex