Les publications

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2023

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Yantao Li, Song Ruan, Huafeng Qin, Shaojiang Deng, Mounim El-Yacoubi. Transformer based defense GAN against palm-vein adversarial attacks. IEEE Transactions on Information Forensics and Security, 2023, 18, pp.1509 - 1523. ⟨10.1109/TIFS.2023.3243782⟩. ⟨hal-03987141⟩

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2022

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Majd Abazid, Nesma Houmani, Bernadette Dorizzi, Jérôme Boudy, Jean Mariani, et al.. Weighted brain network analysis on different stages of clinical cognitive decline. Bioengineering, 2022, 9 (2), pp.62. ⟨10.3390/bioengineering9020062⟩. ⟨hal-03953134⟩

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Mohamed Allouche, Mihai Mitrea. Video fingerprinting: past, present, and future. Frontiers in Signal Processing, 2022, 2, pp.1-25. ⟨10.3389/frsip.2022.984169⟩. ⟨hal-03932945⟩

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Daniela Carfora, Suyeon Kim, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. On extracting digitized spiral dynamics’ representations: a study on transfer learning for early Alzheimer’s detection. Bioengineering, 2022, 9 (8), pp.375. ⟨10.3390/bioengineering9080375⟩. ⟨hal-03953214⟩

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Quang Dao, Mounim El-Yacoubi, Anne-Sophie Rigaud. Detection of alzheimer disease on online handwriting using 1D convolutional neural network. IEEE Access, 2022, 11, pp.2148-2155. ⟨10.1109/ACCESS.2022.3232396⟩. ⟨hal-03987146⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes. Medical and Biological Engineering and Computing, 2022, 60 (1), pp.1-17. ⟨10.1007/s11517-021-02437-4⟩. ⟨hal-03952810⟩

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Holger Fröhlich, Noémi Bontridder, Dijana Petrovska-Delacréta, Enrico Glaab, Felix Kluge, et al.. Leveraging the potential of digital technology for better individualized treatment of parkinson's disease. Frontiers in Neurology, 2022, 13 (788427), pp.1-13. ⟨10.3389/fneur.2022.788427⟩. ⟨hal-03770934⟩

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Mohamed Amine Hmani, Dijana Petrovska‐delacrétaz, Bernadette Dorizzi. Locality preserving binary face representations using auto‐encoders. IET Biometrics, 2022, 11 (5), pp.445-458. ⟨10.1049/bme2.12096⟩. ⟨hal-03944066⟩

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Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus Zaharia. FasterAI: a lightweight library for neural networks compression. Electronics, 2022, 11 (22), pp.3789. ⟨10.3390/electronics11223789⟩. ⟨hal-03930120⟩

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Laetitia Jeancolas, Graziella Mangone, Dijana Petrovska-Delacrétaz, Habib Benali, Badr-Eddine Benkelfat, et al.. Voice characteristics from isolated rapid eye movement sleep behavior disorder to early Parkinson's disease. Parkinsonism & Related Disorders, 2022, 95, pp.86-91. ⟨10.1016/j.parkreldis.2022.01.003⟩. ⟨hal-03630971⟩

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Adil Khan, Antoine Hazart, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Treatment outcome prediction using multi-task learning: application to botulinum toxin in gait rehabilitation. Sensors, 2022, Machine Learning Methods for Biomedical Data Analysis, 22 (21), pp.1-19. ⟨10.3390/s22218452⟩. ⟨hal-03864673⟩

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Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia. A low-cost AR training system for manual assembly operations. Computer Science and Information Systems, 2022, 19 (2), pp.1047-1073. ⟨10.2298/CSIS211123013L⟩. ⟨hal-03930114⟩

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Yantao Li, Li Liu, Huafeng Qin, Shaojiang Deng, Mounim El Yacoubi, et al.. Adaptive deep feature fusion for continuous authentication with data augmentation. IEEE Transactions on Mobile Computing, 2022, pp.1-16. ⟨10.1109/TMC.2022.3186614⟩. ⟨hal-03944312⟩

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Nickson Mwamsojo, Frederic Lehmann, Mounim El-Yacoubi, Kamel Merghem, Yann Frignac, et al.. Reservoir computing for early stage Alzheimer’s disease detection. IEEE Access, 2022, 10, pp.59821-59831. ⟨10.1109/ACCESS.2022.3180045⟩. ⟨hal-03693768⟩

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Nickson Mwamsojo, Frederic Lehmann, Mounim El-Yacoubi, Kamel Merghem, Yann Frignac, et al.. Reservoir computing for early-stage Alzheimer’s disease detection. IEEE Access, 2022, 10, pp.59821-59831. ⟨10.1364/OL.485215⟩. ⟨hal-04047742⟩

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