Les publications

Journal articles

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, 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. ⟨hal-04675479⟩

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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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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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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, 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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2023

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Lyes Bouchama, Bernadette Dorizzi, Yaneck Gottesman, Jacques Klossa. A physics-inspired deep learning framework for an efficient fourier ptychographic microscopy reconstruction under low overlap conditions. Sensors, 2023, 23 (15), pp.6829. ⟨10.3390/s23156829⟩. ⟨hal-04397977⟩

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Lyes Bouchama, Bernadette Dorizzi, Marc Thellier, Jacques Klossa, Yaneck Gottesman. Fourier ptychographic microscopy image enhancement with bi-modal deep learning. Biomedical optics express, 2023, 14 (7), pp.3172-3189. ⟨10.1364/BOE.489776⟩. ⟨hal-04174327⟩

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Max Cohen, Maurice Charbit, Sylvain Le Corff. Last layer state space model for representation learning and uncertainty quantification. IEEE Workshop Statistical Signal Processing, 2023, ⟨10.48550/arXiv.2307.01566⟩. ⟨hal-04146454⟩

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J.C. Cousin, Muriel Muller, Nour Awarkeh, Nel Samama. 2D indoor localization resolution improvement using IR-UWB stepped frequencies signals. IEEE Sensors Letters, 2023, ⟨10.1109/LSENS.2023.3328793⟩. ⟨hal-04277586⟩

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Catalin Fetita, Jean Richeux, Antoine Didier, Mathilde Maury, Jasper Flint, et al.. Comparison between computerised lung SPECT-CT and noncontrast thoracic HRCT for quantitative analysis of post-acute COVID-19 pulmonary vascular pruning. ERJ Open Research, 2023, 9 (5), pp.00076-2023. ⟨10.1183/23120541.00076-2023⟩. ⟨hal-04303024⟩

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