Les publications

Journal articles

2025

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Pierre-Yves Brillet, Alice Peyraut, Jean-François Bernaudin, Catalin Fetita, Hilario Nunes, et al.. What is personalized lung poromechanical modeling and how can it improve the understanding and management of fibrotic interstitial lung diseases?. Expert Review of Respiratory Medicine, 2025, ⟨10.1080/17476348.2025.2464886⟩. ⟨hal-04938021⟩

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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, 2025, 184, pp.109368. ⟨10.1016/j.compbiomed.2024.109368⟩. ⟨hal-04842998⟩

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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⟩

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2024

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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⟩

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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⟩

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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⟩

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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⟩

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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⟩

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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, 3 (4), pp.100020. ⟨10.53941/ijndi.2024.1000202⟩. ⟨hal-04675479⟩

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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⟩

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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⟩

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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⟩

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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⟩

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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⟩

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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⟩

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