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Mounim El Yacoubi

Professeur
ARMEDIA

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Article dans une revue

2024

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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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2023

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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. On the formal evaluation of the robustness of neural networks and Its pivotal relevance for AI-Based safety-critical domains. International Journal of Network Dynamics and Intelligence, 2023, 2 (4), pp.100018. ⟨10.53941/ijndi.2023.100018⟩. ⟨hal-04364344⟩
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https://hal.science/hal-04364344/file/Khedher%20et%20al.%20%282023%29%20-%20On%20the%20Formal%20Evaluation%20of%20the%20Robustness%20of%20Neural%20Networks%20and%20Its%20%20-%20IJNDI.pdf BibTex
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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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Yantao Li, Li Liu, Shaojiang Deng, Huafeng Qin, Mounim El-Yacoubi, et al.. Memory-augmented autoencoder based continuous authentication on smartphones with conditional transformer GANs. IEEE Transactions on Mobile Computing, 2023, pp.1-16. ⟨10.1109/TMC.2023.3290834⟩. ⟨hal-04304493⟩
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Omar El Mellouki, Mohamed Ibn Khedher, Mounim A El-Yacoubi. Abstract layer for leakyReLU for neural network verification based on abstract interpretation. IEEE Access, 2023, 11, pp.33401 - 33413. ⟨10.1109/ACCESS.2023.3263145⟩. ⟨hal-04058040⟩
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https://hal.science/hal-04058040/file/Mellouki%20et%20al.%20%282023%29%20-%20Abstract%20Layer%20for%20LeakyReLU%20for%20Neural%20Network%20Verification%20based%20on%20Abstract%20Inte.pdf BibTex
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Huafeng Qin, Haofei Xi, Yantao Li, Mounim El-Yacoubi, Jun Wang, et al.. Adversarial learning-based data augmentation for palm-vein identification. IEEE Transactions on Circuits and Systems for Video Technology, 2023, ⟨10.1109/TCSVT.2023.3334825⟩. ⟨hal-04326506⟩
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Huafeng Qin, Chao Fan, Shaojiang Deng, Yantao Li, Mounim El-Yacoubi, et al.. AG-NAS: an attention GRU-based neural architecture search for finger-vein recognition. IEEE Transactions on Information Forensics and Security, 2023, pp.1-1. ⟨10.1109/TIFS.2023.3340915⟩. ⟨hal-04348350⟩
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Huafeng Qin, Changqing Gong, Yantao Li, Xinbo Gao, Mounim El-Yacoubi. Label enhancement based multi-scale transformer for palm-vein recognition. IEEE Transactions on Instrumentation and Measurement, 2023, 72, pp.1-1. ⟨10.1109/TIM.2023.3261909⟩. ⟨hal-04058053⟩
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Serena Zanelli, Mounim a El Yacoubi, Magid Hallab, Mehdi Ammi. Type 2 diabetes detection with light CNN from single raw PPG wave. IEEE Access, 2023, 11, pp.57652-57665. ⟨10.1109/ACCESS.2023.3274484⟩. ⟨hal-04130889⟩
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https://hal.science/hal-04130889/file/Zanelli%20et%20al.%20%282023%29%20-%20Type%202%20Diabetes%20Detection%20With%20Light%20CNN%20From%20Single%20Raw%20PPG%20Wave.pdf BibTex
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Serena Zanelli, Kornelia Eveilleau, Peter H Charlton, Mehdi Ammi, Magid Hallab, et al.. Clustered photoplethysmogram pulse wave shapes and their associations with clinical data. Frontiers in Physiology, 2023, 14, ⟨10.3389/fphys.2023.1176753⟩. ⟨hal-04304385⟩
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https://hal.science/hal-04304385/file/Zanelli%20%282023%29%20-%20Clustered%20photoplethysmogram%20pulse%20wave%20shapes%20and%20their%20associations%20with%20clinical%20data.pdf BibTex

2022

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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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https://arxiv.org/pdf/2006.15946 BibTex
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Holger Fr√∂hlich, No√©mi Bontridder, Dijana Petrovska-Delacr√©ta, 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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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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https://hal.science/hal-03944312/file/Li%20et%20al.%20%282022%29%20-%20Adaptive%20Deep%20Feature%20Fusion%20for%20Continuous%20Authentication%20with%20Data%20Augmentation.pdf BibTex
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Nickson Mwamsojo, Frederic Lehmann, Mounim El-Yacoubi, Kamel Merghem, Yann Frignac, et al.. Reservoir computing for early-stage Alzheimer‚Äôs disease detection. IEEE Access, 2022, 10, pp.59821-59831. ⟨10.1109/ACCESS.2022.3180045⟩. ⟨hal-04047742⟩
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Huafeng Qin, Rongshan Hu, Mounim El Yacoubi, Yantao Li, Xinbo Gao. Local attention transformer-based full-view finger-fein identification. IEEE Transactions on Circuits and Systems for Video Technology, 2022, pp.1-1. ⟨10.1109/TCSVT.2022.3227385⟩. ⟨hal-03944291⟩
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Shuqiang Yang, Yiquan Wu, Xin Jin, Mounim El Yacoubi, Huafeng Qin. CGAN-DA: a cross-modality domain adaptation model for hand-Vein biometric-based authentication. JOURNAL OF Cyber-Physical-Social Intelligence, 2022, 1, pp.3-12. ⟨10.61702/YRMC5182⟩. ⟨hal-04304430⟩
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https://hal.science/hal-04304430/file/Yang%20et%20al.%20%282022%29%20-%20CGAN-DA%20A%20Cross-Modality%20Domain%20Adaptation%20Model%20.pdf BibTex
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Serena Zanelli, Mehdi Ammi, Magid Hallab, Mounim El Yacoubi. Diabetes detection and management through photoplethysmographic and electrocardiographic signals analysis: a Systematic Review. Sensors, 2022, 22, ⟨10.3390/s22134890⟩. ⟨hal-03858023⟩
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https://hal.science/hal-03858023/file/Zanelli%20et%20al.%20%282022%29%20-%20Diabetes%20Detection%20and%20Management%20through%20Photoplethysmographic%20and%20Electrocardiographic%20Signals%20Ana.pdf BibTex

2021

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Enhancing the interpretability of deep models in healthcare through attention: application to glucose forecasting for diabetic people. International Journal of Pattern Recognition and Artificial Intelligence, 2021, 35 (12), ⟨10.1142/S0218001421600065⟩. ⟨hal-04307266⟩
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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Adversarial multi-source transfer learning in healthcare: application to glucose prediction for diabetic people. Computer Methods and Programs in Biomedicine, 2021, 199, pp.105874. ⟨10.1016/j.cmpb.2020.105874⟩. ⟨hal-04307273⟩
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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Integration of clinical criteria into the training of deep models: Application to glucose prediction for diabetic people. Smart Health, 2021, 21, pp.100193. ⟨10.1016/j.smhl.2021.100193⟩. ⟨hal-04307269⟩
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https://arxiv.org/pdf/2009.10514 BibTex
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Huafeng Qin, Mounim El-Yacoubi, Yantao Li, Chongwen Liu. Multi-scale and multi-direction GAN for CNN-based single palm-vein identification. IEEE Transactions on Information Forensics and Security, 2021, 16, pp.2652-2666. ⟨10.1109/TIFS.2021.3059340⟩. ⟨hal-04307270⟩
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2020

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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. Automatic processing of Historical Arabic Documents: a comprehensive survey. Pattern Recognition, 2020, 100, pp.107144-1:107144-17. ⟨10.1016/j.patcog.2019.107144⟩. ⟨hal-02481354⟩
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https://hal.science/hal-02481354/file/S0031320319304455.pdf BibTex

2019

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Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Jakob Puchinger, Mounim El Yacoubi. Inferring dynamic origin-destination flows by transport mode using mobile phone data. Transportation research. Part C, Emerging technologies, 2019, 101, pp.254-275. ⟨10.1016/j.trc.2019.02.013⟩. ⟨hal-02043639⟩
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https://hal.science/hal-02043639/file/journal_manuscript.pdf BibTex
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Sanaa Chafik, Mounim El Yacoubi, Imane Daoudi, Hamid El Ouardi. Unsupervised deep neuron-per-neuron hashing. Applied Intelligence, 2019, 49 (6), pp.2218 - 2232. ⟨10.1007/s10489-018-1353-5⟩. ⟨hal-02045416⟩
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Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, Anne-Sophie Rigaud Monnet, Victoria Cristancho-Lacroix. From aging to early-stage Alzheimer's: uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning. Pattern Recognition, 2019, 86, pp.112 - 133. ⟨10.1016/j.patcog.2018.07.029⟩. ⟨hal-01869600⟩
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Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim El Yacoubi. Estimation of static and dynamic urban populations with mobile network metadata. IEEE Transactions on Mobile Computing, 2019, 18 (9), pp.2034-2047. ⟨10.1109/TMC.2018.2871156⟩. ⟨hal-02286129⟩
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https://hal.science/hal-02286129/file/TMC-2017-11-0717-main.pdf BibTex
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Huafeng Qin, Mounim El Yacoubi, Jihai Lin, Bo Liu. An iterative deep neural network for hand-vein verification. IEEE Access, 2019, 7, pp.34823-34837. ⟨10.1109/ACCESS.2019.2901335⟩. ⟨hal-02481398⟩
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Huafeng Qin, Mounim El Yacoubi. Finger-vein quality assessment based on deep features from grayscale and binary images. International Journal of Pattern Recognition and Artificial Intelligence, 2019, 33 (11), pp.1940022 -. ⟨10.1142/S0218001419400226⟩. ⟨hal-02045417⟩
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2018

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Aboulem Ghita, Ibtissame Aouraghe, Ammour Alae, Ghizlane Khaissidi, Mostafa Mrabti, et al.. √Čtude de l'√©criture manuscrite sur tablette graphique pour l'aide au diagnostic pr√©coce des maladies neurod√©g√©n√©ratives: premiers r√©sultats chez des patients parkinsoniens. Revue Neurologique, 2018, 174 (suppl√©ment 1), pp.S33 -. ⟨10.1016/j.neurol.2018.01.075⟩. ⟨hal-01869648⟩
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Christian Kahindo Senge Muvingi, Mounim El Yacoubi, Sonia Garcia-Salicetti, Anne-Sophie Rigaud Monnet, Victoria Cristancho-Lacroix. Characterizing early-stage Alzheimer through spatiotemporal dynamics of handwriting. IEEE Signal Processing Letters, 2018, 25 (8), pp.1136 - 1140. ⟨10.1109/LSP.2018.2794500⟩. ⟨hal-01823644⟩
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Christian Kahindo Senge Muvingi, Mounim El Yacoubi, Sonia Garcia-Salicetti, Victoria Cristancho-Lacroix, H√©l√®ne Kerherv√©, et al.. Semi-global parametization of online handwriting features for characterizing early-stage alzheimer and mild cognitive impairment. Innovation and Research in BioMedical engineering, 2018, 39 (6), pp.421 - 429. ⟨10.1016/j.irbm.2018.10.001⟩. ⟨hal-02014791⟩
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Saeideh Mirzaei, Mounim El Yacoubi, Sonia Garcia-Salicetti, J√©r√īme Boudy, Christian Kahindo Senge Muvingi, et al.. Two-stage feature selection of voice parameters for early Alzheimer's disease prediction. Innovation and Research in BioMedical engineering, 2018, 39 (6), pp.430 - 435. ⟨10.1016/j.irbm.2018.10.016⟩. ⟨hal-01934584⟩
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2017

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Ibtissame Aouraghe, Ammour Alae, Aboulem Ghita, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Analyse automatique de l'√©criture manuscrite en ligne pour la d√©tection pr√©coce des pathologies neurod√©g√©n√©ratives. Internet des objets, 2017, 17 (2), pp.1 - 8. ⟨10.21494/ISTE.OP.2017.0153⟩. ⟨hal-01618332⟩
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Mohamed Ibn Khedher, Mounim El Yacoubi, Bernadette Dorizzi. Fusion of appearance and motion-based sparse representations for multi-shot person re-identification. Neurocomputing, 2017, 248, pp.94 - 104. ⟨10.1016/j.neucom.2016.11.073⟩. ⟨hal-01587143⟩
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https://hal.science/hal-01587143/file/Khedher%20%282016%29%20-%20Fusion%20of%20Appearance%20and%20Motion-based%20Sparse%20Representations%20for%20Multi-shot%20Person%20Re-identification%20-%20Accepted%20Version.pdf BibTex
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Huafeng Qin, Mounim El Yacoubi. Deep representation-based feature extraction and recovering for finger-vein verification. IEEE Transactions on Information Forensics and Security, 2017, 12 (8), pp.1816-1829. ⟨10.1109/TIFS.2017.2689724⟩. ⟨hal-01587285⟩
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https://hal.science/hal-01587285/file/Deep%20Representation%20based%20feature%20extraction%20and%20recovering%20for%20Finger-vein%20verification.pdf BibTex
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Huafeng Qin, Mounim El Yacoubi. Deep representation for finger-vein image quality assessment. IEEE Transactions on Circuits and Systems for Video Technology, 2017, pp.1 - 16. ⟨10.1109/TCSVT.2017.2684826⟩. ⟨hal-01587749⟩
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2016

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Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim El Yacoubi. CT-Mapper: mapping sparse multimodal cellular trajectories using a multilayer transportation network. Computer Communications, 2016, 95, pp.69 - 81. ⟨10.1016/j.comcom.2016.04.014⟩. ⟨hal-01412950⟩
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https://hal.science/hal-01412950/file/CTMapper.pdf BibTex
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Gabriel Marzinotto, Jos√© Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, et al.. Age-related evolution patterns in online handwriting. Computational and Mathematical Methods in Medicine, 2016, 2016, pp.3246595-1 - 3246595-15. ⟨10.1155/2016/3246595⟩. ⟨hal-01426637⟩
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Mouna Selmi, Mounim El Yacoubi, Bernadette Dorizzi. A two-layer discriminative model for human activity recognition. IET Computer Vision, 2016, 10 (4), pp.273 - 279. ⟨10.1049/iet-cvi.2015.0235⟩. ⟨hal-01426351⟩
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2015

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Mounim El Yacoubi, Huilong He, Fabien Roualdes, Mouna Selmi, Mossaab Hariz, et al.. Vision-based recognition of activities by a humanoid robot. International Journal of Advanced Robotic Systems, 2015, 12 (179), pp.1 - 15. ⟨10.5772/61819⟩. ⟨hal-01263070⟩
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Communication dans un congrès

2024

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Duo Wang, Andrea Araldo, Mounim El Yacoubi. AccEq-DRT: planning demand-responsive transit to reduce inequality of accessibility. 103rd Annual Meeting Transportation Research Board (TRB), Jan 2024, Washington DC, United States. ⟨hal-04325379⟩
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https://arxiv.org/pdf/2310.04348 BibTex

2023

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Julien Baltazar, Flore Vallet, Jakob Puchinger, Nicolas Perry. Vers une meilleure int√©gration des aspects environnementaux dans la planification de la mobilit√© par les autorit√©s locales. 5√®me Rencontres Francophones Transport Mobilit√© (RFTM 2023), Jun 2023, Dijon, France. ⟨hal-04467382⟩
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https://hal.science/hal-04467382/file/I2M-Baltazar-Preprint%202024.pdf BibTex
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Shaojiang Deng, Chao Fan, Yantao Li, Huafeng Qin, Mounim El Yacoubi, et al.. GRU-based Neural architecture search for finger-Vein identification. International Conference on Computer Communications and Networks (ICCCN), Jul 2023, Honolulu, Hawaii, United States. ⟨hal-04178628⟩
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https://hal.science/hal-04178628/file/Deng%20et%20al.%20%282023%29%20-%20GRU-based%20Neural%20Architecture%20Search%20for%20Finger-Vein%20Identification%20-%20ICCN.pdf BibTex
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Abir Fathallah, Mounim El Yacoubi, Najoua Ben Amara. EHDI: enhancement of historical document images via generative adversarial network. 18th International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2023, Lisbon, Portugal. pp.238-245, ⟨10.5220/0011662700003417⟩. ⟨hal-04020989⟩
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Abir Fathallah, Mounim El Yacoubi, Najoua Ben Amara. Transfer learning for Word spotting in historical arabic documents based triplet-CNN. 18th International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2023, Lisbon, Portugal. pp.520-527, ⟨10.5220/0011639800003417⟩. ⟨hal-04020970⟩
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Anas Filali Razzouki, Laetitia Jeancolas, Graziella Mangone, St√©phane Leh√©ricy, Jean Christophe Corvol, et al.. Early-stage parkinson's disease detection based on action unit derivatives. Colloque en T√©l√©SANt√© et dispositifs biom√©dicaux ( JETSAN), Universit√© Paris 8, CNRS,, Jun 2023, Paris Saint Denis, France. ⟨hal-04220902⟩
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https://hal.science/hal-04220902/file/Jetsan_2023_soumis_22_05.pdf BibTex
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Qi Gan, Sao Mai Nguyen, Eric Fenaux, St√©phan Cl√©men√ßon, Mounim El Yacoubi, et al.. Reconstruction of trajectories of athletes using computer vision models and kinetic analysis. The 17th Annual MIT Sloan Sports Analytics Conference, Mar 2023, Boston, MA, United States. pp.443997. ⟨hal-04126067⟩
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https://hal.science/hal-04126067/file/Qi%20Gan%20%282023%29%20-%20Reconstruction%20of%20Trajectories%20of%20Athletes%20Using%20Computer%20Vision%20Models%20and%20Kinetic%20Analysis.pdf BibTex
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Serena Zanelli, Kornelia Eveilleau, Mehdi Ammi, Magid Hallab, Moun√ģm A. El-Yacoubi. Risk assessment of diabetic retinopathy with machine and deep learning models with PPG signals and PWV. 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jul 2023, Sydney, France. ⟨10.1109/EMBC40787.2023.10340176⟩. ⟨hal-04182766⟩
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https://hal.science/hal-04182766/file/Zanelli%20et%20al.%20%282023%29%20-%20Risk%20assessment%20of%20diabetic%20retinopathy%20with%20machine%20and%20deep%20learning%20models%20-%20EMBC.pdf BibTex
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Serena Zanelli, Mounim El Yacoubi, Magid Hallab, Mehdi Ammi. On the potential of AI based health assessment from photopletysmographic signals. Colloque en T√©l√©SANt√© et dispositifs biom√©dicaux : JETSAN, Jun 2023, Paris, France. ⟨hal-04178788⟩
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https://hal.science/hal-04178788/file/Zanelli%20et%20al.%20%282023%29%20-%20On%20the%20potential%20of%20AI%20based%20health%20assessment%20from%20photopletysmographic%20signals.pdf BibTex

2022

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Changqing Gong, Shanshan Wang, Yiquan Wu, Chongwen Liu, Mounim El Yacoubi, et al.. Graph convolutional networks-based label distribution learning for image classification. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI), Nov 2022, Nanjing, China. pp.698-703, ⟨10.1109/ICCSI55536.2022.9970653⟩. ⟨hal-03944301⟩
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Hajar Hammouch, Sambit Mohapatra, Mounim El Yacoubi, Huafeng Qin, Hassan Berbia, et al.. GANSet - generating annnotated datasets using generative adversarial networks. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI), Nov 2022, Nanjing, China. pp.615-620, ⟨10.1109/ICCSI55536.2022.9970561⟩. ⟨hal-03944297⟩
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Hajar Hammouch, Mounim El-Yacoubi, Huafeng Qin, Hassan Berbia, Mohamed Chikhaoui. Controlling the¬†quality of¬†GAN-based generated images for¬†predictions tasks. CPRAI 2022: 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. pp.121-133, ⟨10.1007/978-3-031-09037-0_11⟩. ⟨hal-03944317⟩
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https://hal.science/hal-03944317/file/Hammouch%20er%20al.%20%282022%29%20-%20Controlling%20the%20Quality%20of%20GAN-Based%20Generated%20Images%20for%20Predictions%20Tasks.pdf BibTex
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Nickson Mwamsojo, Frederic Lehmann, Mounim El Yacoubi, Kamel Merghem, Yann Frignac, et al.. Optoelectronic reservoir computer for early stage alzheimer‚Äôs disease detection. CLEO: Applications and Technology, May 2022, San Jose, United States. ⟨10.1364/CLEO_AT.2022.ATh4I.5⟩. ⟨hal-03782176⟩
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https://hal.science/hal-03782176/file/CLEO2022.pdf BibTex

2021

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Hajar Hammouch, Mounim El Yacoubi, Huafeng Qin, Aissam Berrahou, Hassan Berbia, et al.. A two-stage deep convolutional generative adversarial network-based data augmentation scheme for agriculture image regression tasks. 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), Dec 2021, Beijing, China. pp.1-6, ⟨10.1109/ICCSI53130.2021.9736230⟩. ⟨hal-04307259⟩
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Vineet Nagrath, Mossaab Hariz, Mounim El Yacoubi. Adaptive retraining of visual recognition-model in human activity recognition by collaborative humanoid robots. Intelligent Systems and Applications (IntelliSys), Sep 2021, Amsterdam, Netherlands. pp.124-143, ⟨10.1007/978-3-030-55187-2_12⟩. ⟨hal-04307276⟩
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Shuqiang Yang, Huafeng Qin, Mounim El Yacoubi, Chongwen Liu. Cross-modality domain adaptation for hand-vein recognition. 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), Dec 2021, Beijing, China. pp.1-6, ⟨10.1109/ICCSI53130.2021.9736171⟩. ⟨hal-04307255⟩
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Serena Zanelli, Mounim El Yacoubi, Magid Hallab, Mehdi Ammi. Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Nov 2021, Mexico, France. pp.902-905, ⟨10.1109/EMBC46164.2021.9629640⟩. ⟨hal-04307263⟩
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2020

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Abir Fathallah, Mohamed Ibn Khedher, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Evaluation of feature-embedding methods for word spotting in historical arabic documents. SSD 2020: 17th international multi-conference on Systems, Signals and Devices, Jul 2020, Monastir (online), Tunisia. pp.34-39, ⟨10.1109/SSD49366.2020.9364134⟩. ⟨hal-03094910⟩
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Huafeng Qin, Mounim El Yacoubi. End-to-end generative adversarial network for palm-vein recognition. International Conference on Pattern Recognition and Artificial Intelligence (IPCRAI), Oct 2020, Virtual, China. pp.714-724, ⟨10.1007/978-3-030-59830-3_62⟩. ⟨hal-04307908⟩
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2019

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Study of short-term personalized glucose predictive models on Type-1 diabetic children. International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, Hungary. pp.19076538, ⟨10.48550/arXiv.2009.04409⟩. ⟨hal-04307945⟩
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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Prediction-coherent LSTM-based recurrent neural network for safer glucose predictions in diabetic people. ICONIP 2019: 26th International Conference on Neural Information Processing, Dec 2019, Sidney, Australia. pp.510-521, ⟨10.1007/978-3-030-36718-3_43⟩. ⟨hal-02481366⟩
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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Model fusion to enhance the clinical acceptability of long-term glucose predictions. BIBE 2019: 19th International Conference on Bioinformatics and Bioengineering, Oct 2019, Athens, Greece. pp.258-264, ⟨10.1109/BIBE.2019.00053⟩. ⟨hal-02481403⟩
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Abir Fathallah, Mohamed Ibn Khedher, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Triplet CNN-based word spotting of historical Arabic documents. ICONIP 2019: 26th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Society, Dec 2019, Sydney, Australia. ⟨hal-02473637⟩
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Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim El Yacoubi. Siamese network based feature learning for improved intrusion detection. ICONIP 2019: International Conference on Neural Information Processing, Dec 2019, Sydney, Australia. pp.377-389, ⟨10.1007/978-3-030-36708-4_31⟩. ⟨hal-02421070⟩
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2018

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Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim El Yacoubi, Eric Vachon. Combining Bayesian inference and clustering for transport mode detection from sparse and noisy geolocation data. ECML PKDD 2018: Machine Learning and Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland. pp.569-584, ⟨10.1007/978-3-030-10997-4_35⟩. ⟨hal-01939608⟩
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https://hal.science/hal-01939608/file/sub_77.pdf BibTex
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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. Fusion of interest point/image based descriptors for efficient person re-identification. IJCNN 2018 : International Joint Conference on Neural Networks, Jul 2018, Rio De Janeiro, Brazil. pp.1 - 7, ⟨10.1109/IJCNN.2018.8489111⟩. ⟨hal-01901844⟩
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Huafeng Qin, Mounim El Yacoubi. Finger-vein quality assessment by joint representation learning from grayscale and binary images. ICPRAI 2018: International Conference on Pattern Recognition and Artificial Intelligence, May 2018, Montreal, Canada. pp.232 - 237. ⟨hal-01869783⟩
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2017

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Ibtissame Aouraghe, Ammour Alae, Aboulem Ghita, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Analyse automatique de l'√©criture manuscrite pr√©coce des pathologies neurod√©g√©n√©ratives. NDIDO 2017 : Conf√©rence Nouveau D√©fis de l'Internet des Objects, May 2017, F√®s, Maroc. pp.1 - 11. ⟨hal-01682948⟩
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Danya Bachir, Vincent Gauthier, Mounim El Yacoubi, Ghazaleh Khodabandelou. Using mobile phone data analysis for the estimation of daily urban dynamics. ITSC 2017 : 20th International Conference on Intelligent Transportation Systems, Oct 2017, Yokohama, Japan. pp.626 - 632, ⟨10.1109/ITSC.2017.8317956⟩. ⟨hal-01745767⟩
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Amel Ben Mahjoub, Mohamed Ibn Khedher, Mohamed Atri, Mounim El Yacoubi. Naive Bayesian fusion for action recognition from Kinect. DPPR 2017: 7th International Conference on Digital Image Processing and Pattern Recognition, Dec 2017, Sydney, Australia. pp.53 - 69, ⟨10.5121/csit.2017.71606⟩. ⟨hal-01870502⟩
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Ahmed Gari, Ghizlane Khaissidi, Mostafa Mrabti, Driss Chenouni, Mounim El Yacoubi. Skew detection and correction based on Hough transform and Harris corners. WITS 2017 : International Conference on Wireless Technologies, Embedded and Intelligent Systems, Apr 2017, Fez, Morocco. pp.1 - 4, ⟨10.1109/WITS.2017.7934619⟩. ⟨hal-01617807⟩
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Nicolas Granger, Mounim El Yacoubi. Comparing hybrid NN-HMM and RNN for temporal modeling in gesture recognition. ICONIP 2017 : 24th International Conference on Neural Information Processing, Oct 2017, Guangzhou, China. pp.147 - 156, ⟨10.1007/978-3-319-70096-0⟩. ⟨hal-01682667⟩
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Houda Jmila, Mohamed Ibn Khedher, Mounim El Yacoubi. Estimating VNF resource requirements using machine learning techniques. ICONIP 2017 : 24th International Conference on Neural Information Processing, Nov 2017, Guangzhou, China. pp.883 - 892, ⟨10.1007/978-3-319-70087-8_90⟩. ⟨hal-01682996⟩
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Christian Kahindo, Sonia Garcia-Salicetti, Mounim El Yacoubi, Victoria Cristacho-Lacroix, H√©l√®ne Kerherve, et al.. Caract√©risation de la Maladie d'Alzheimer √† travers l'Ecriture manuscrite acquise sur Tablette graphique. Journ√©es d'Etude sur la T√©l√©SANt√©, 6√®me edition, P√īle Capteurs, Universit√© d'Orl√©ans, May 2017, Bourges, France. ⟨hal-01564669⟩
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Saeideh Mirzaei, Mounim El Yacoubi, Sonia Garcia-Salicetti, J√©r√īme Boudy, Christian Kahindo Senge Muvingi, et al.. Automatic speech analysis for early Alzheimer's disease diagnosis. JETSAN 2017 : 6e Journ√©es d'Etudes sur la T√©l√©sant√©, May 2017, Bourges, France. pp.114 - 116. ⟨hal-01618834⟩
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Sameh Neili Boualia, Sami Gazzah, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Human posture recognition approach based on ConvNets and SVM classifier. ATSIP 2017 : 3rd international conference on Advanced Technologies for Signal and Image Processing, May 2017, Fez, Morocco. pp.1 - 6, ⟨10.1109/ATSIP.2017.8075518⟩. ⟨hal-01682648⟩
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Nathan Ramoly, Vincent Vassout, Amel Bouzeghoub, Mounim El Yacoubi, Mossaab Hariz. Refining visual activity recognition with semantic reasoning. IEEE 31st International Conference on Advanced Information Networking and Applications (AINA 2017), Mar 2017, Taipei, Taiwan. pp.720 - 727, ⟨10.1109/AINA.2017.98⟩. ⟨hal-01587280⟩
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https://hal.science/hal-01587280/file/refining-visual-activity%202017-01-22.pdf BibTex
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Mustafa Berkay Yilmaz, Mounim El Yacoubi. Methods of pathology detection by speech analysis: survey. UBMK 2017: 2nd International Conference on Computer Science and Engineering, Oct 2017, Antalya, Turkey. pp.28 - 33, ⟨10.1109/UBMK.2017.8093551⟩. ⟨hal-01870514⟩
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2016

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Youssef Elfakir, Ghizlane Khaissidi, Mostafa Mrabti, Mounim El Yacoubi, Zakia Lakhliai, et al.. Bag‚Äźof‚Äźdescriptors of SIFT for segmentation‚Äźfree word spotting in handwritten Arabic documents. 2nd International Conference on Natural Sciences and Technology in Manuscript Analysis, Feb 2016, Hamburg, Germany. ⟨hal-01426917⟩
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Ghazaleh Khodabandelou, Vincent Gauthier, Mounim El Yacoubi, Marco Fiore. Population estimation from mobile network traffic metadata. WOWMOM 2016 : 17th International symposium on a world of wireless, mobile and multimedia networks, Jun 2016, Coimbra, Portugal. pp.1 - 9, ⟨10.1109/WoWMoM.2016.7523554⟩. ⟨hal-01426320⟩
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Gabriel Marzinotto, Jos√© Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, et al.. Uncovering major age-related handwriting changes by unsupervised learning. COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy. pp.48 - 54. ⟨hal-01426892⟩
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Mouna Selmi, Mounim El Yacoubi. Multimodal sequential modeling and recognition of human activities. ICCHP 2016 : 15th International Conference on Computers Helping People with Special Needs, Jul 2016, Linz, Austria. pp.541 - 548, ⟨10.1007/978-3-319-41267-2_76⟩. ⟨hal-01426328⟩
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2015

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Sanaa Chafik, Imane Daoudi, Mounim El Yacoubi, Hamid El Ouardi. SC-LSH : une m√©thode d'indexation pour une recherche de similarit√© approximative dans l'espace multidimensionnel. CORIA 2015 : 12e Conf√©rence en Recherche d‚ÄôInformation et Applications, Mar 2015, Paris, France. pp.303 - 318. ⟨hal-01262524⟩
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Sanaa Chafik, Imane Daoudi, Mounim El Yacoubi, Hamid El Ouardi. Cluster-based data oriented hashing. DSAA 2015 : 2nd International Conference on Data Science and Advanced Analytics, Oct 2015, Paris, France. pp.1 - 7, ⟨10.1109/DSAA.2015.7344895⟩. ⟨hal-01262481⟩
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Mohamed Ibn Khedher, Mounim El Yacoubi. Local sparse representation based Interest Point matching for person re-identification. ICONIP 2015 : 22nd International Conference on Neural Information Processing, Nov 2015, Istanbul, Turkey. pp.241 - 250, ⟨10.1007/978-3-319-26555-1_28⟩. ⟨hal-01262553⟩
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Mohamed Ibn Khedher, Mounim El Yacoubi. Two-stage filtering scheme for Sparse Representation based Interest Point matching for person re-identification. ACIVS 2015 : 16th International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2015, Catane, Italy. pp.345 - 356, ⟨10.1007/978-3-319-25903-1_30⟩. ⟨hal-01262482⟩
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Gabriel Marzinotto, Jos√© Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti. Age and Gender Characterization through a Two Layer Clustering of Online Handwriting. ACIVS 2015 : 16th International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2015, Catania, Italy. pp.428 - 439, ⟨10.1007/978-3-319-25903-1_37⟩. ⟨hal-01262546⟩
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Huafeng Qin, Mounim El Yacoubi. Finger-vein quality assessment by representation learning from binary images. ICONIP 2015 : 22nd International Conference on Neural Information Processing, Nov 2015, Istanbul, Turquie. pp.421 - 431, ⟨10.1007/978-3-319-26532-2_46⟩. ⟨hal-01262558⟩
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Jos√© Carlos Rosales Nunez, Gabriel Marzinotto, Mounim El Yacoubi, Sonia Garcia-Salicetti. Age characterization from online handwriting. MINDCARE 2015 : 5th EAI International Symposium on Pervasive Computing Paradigms for Mental Health, Sep 2015, Milan, Italy. pp.176 - 185, ⟨10.1007/978-3-319-32270-4_18⟩. ⟨hal-01300459⟩
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2014

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Sanaa Chafik, Imane Daoudi, Hamid El Ouardi, Mounim El Yacoubi, Bernadette Dorizzi. Locality sensitive hashing for content based image retrieval: a comparative experimental study. NGNS 2014 : 5th International Conference on Next Generation Networks and Services, May 2014, Casablanca, Morocco. pp.38 - 43, ⟨10.1109/NGNS.2014.6990224⟩. ⟨hal-01285449⟩
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Mounim El Yacoubi, Huilong He, Fabien Roualdes, Mouna Selmi, Bernadette Dorizzi. Reconnaissance d'activit√©s humaines par un robot humano√Įde √† partir de s√©quences vid√©o. Congr√®s Handicap 2014 : 8√®me √©dition: Les technologies d‚Äôassistance : de la compensation √† l‚Äôautonomie, Jun 2014, Paris, France. pp.293 - 298. ⟨hal-01464661⟩
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2013

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J√©r√īme Boudy, Jean-Louis Baldinger, Paulo Armando Cavalcante Aguilar, Pierrick Milhorat, Toufik Guettari, et al.. Ageing & TIC : healthcare monitoring for older persons, home multi-sensors data processing for dependence. ITMO-AVIESAN Ageing Workshop 2013 : Alliance nationale pour les sciences de la Vie et de la Sant√©, Dec 2013, Paris, France. ⟨hal-01464740⟩
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Mohamed Ibn Khedher, Mounim El Yacoubi, Bernadette Dorizzi. Multi-shot SURF-based person re-identification via sparse representation. AVSS 2013 : 10th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Aug 2013, Krak√≥w, Poland. pp.159 - 164, ⟨10.1109/AVSS.2013.6636633⟩. ⟨hal-01262131⟩
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Mouna Selmi, Mounim El Yacoubi, Bernadette Dorizzi. A combined SVM/HCRF model for activity recognition based on STIPs trajectories. ICPRAM 2013 : 2nd International Conference on Pattern Recognition Applications and Methods, Feb 2013, Barcelone, Spain. pp.568 - 572, ⟨10.5220/0004267405680572⟩. ⟨hal-01275239⟩
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2012

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Bernadette Dorizzi, Patrick Sayd, J√©r√īme Boudy, Jean-Louis Baldinger, Mounim El Yacoubi, et al.. MobileMii : mobile with many intelligence inside. AAL Forum 2012 : Ambient Assisted Living, Sep 2012, Eindhoven, Netherlands. pp.1 - 3. ⟨hal-01464888⟩
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Mohamed Ibn Khedher, Mounim El Yacoubi, Bernadette Dorizzi. Human action recognition using continuous HMMs and HOG/HOF silhouette representation. ICPRAM '12 : 1st International Conference on Pattern Recignittion and Methods, Feb 2012, Vilamoura, Portugal. pp.503-508. ⟨hal-00745801⟩
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Mohamed Ibn Khedher, Mounim El Yacoubi, Bernadette Dorizzi. Probabilistic matching pair selection for SURF-based person re-identification. BIOSIG '12 : IEEE International Conference of the Biometrics Special Interest Group, Sep 2012, Darmstadt, Germany. pp.1-6. ⟨hal-00745762⟩
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Mouna Selmi, Mounim El Yacoubi, Bernadette Dorizzi. On the sensitivity of spatio-temporal interest points to person identity. SSIAI '12 : IEEE Southwest Symposium on Image Analysis and Interpretation, Apr 2012, Santa Fe, United States. pp.69-72, ⟨10.1109/SSIAI.2012.6202455⟩. ⟨hal-00745778⟩
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2011

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Mounim El Yacoubi, Ayet Shaiek, Bernadette Dorizzi. HMM-based gait modeling and recognition under different walking scenarios. ICMCS 2011 : 2nd International Conference on Multimedia Computing and Systems, Apr 2011, Ouarzazate Morocco. pp.1 - 5, ⟨10.1109/ICMCS.2011.5945573⟩. ⟨hal-01302472⟩
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Yosra Rekik, Nesma Houmani, Mounim El Yacoubi, Sonia Garcia-Salicetti, Bernadette Dorizzi. A comparison of feature extraction approaches for offline signature verification. ICMCS 2011 : 2nd International Conference on Multimedia Computing and Systems, Apr 2011, Ouarzazate Morocco. pp.1 - 6, ⟨10.1109/ICMCS.2011.5945734⟩. ⟨hal-01302474⟩
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2010

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Interpreting deep glucose predictive models for diabetic people using RETAIN. International Conference on Pattern Recognition and Artificial Intelligence ( IPCRAI), Oct 2010, Virtual conference, China. pp.685-694, ⟨10.1007/978-3-030-59830-3_59⟩. ⟨hal-04307918⟩
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https://arxiv.org/pdf/2009.04524 BibTex
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Nesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mounim El Yacoubi. On-line signature verification on a mobile platform. WMS '10 : International Workshop on Mobile Security. In conjunction with MobiCASE '10 : 2nd International ICST Conference on Mobile Computing, Applications, and Services, Oct 2010, Santa Clara, United States. pp.396-400, ⟨10.1007/978-3-642-29336-8_28⟩. ⟨hal-00812562⟩
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Chapitre d'ouvrage

2021

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Huafeng Qins, Mounim El-Yacoubi. End-to-End generative adversarial network for hand-vein recognition. Advances in pattern recognition and artificial intelligence, World Scientific, pp.47-60, 2021, Series on Language Processing, Pattern Recognition, and Intelligent Systems, 978-981-123-900-7. ⟨10.1142/9789811239014_0003⟩. ⟨hal-03944319⟩
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Brevet

2020

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Zephir Arnold, Bachir Danya, Vincent Gauthier, Yacoubi Mounim El, Khodabandelou Ghazaleh. Method of learning of estimation coefficients of the population and method of learning of estimation of the population. France, Patent n¬į : EP3471449. 2020. ⟨hal-04303861⟩
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2019

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Zephir Arnold, Danya Bachir, Vincent Gauthier, Yacoubi Mounim El, Khodabandelou Ghazaleh. ProceŐĀdeŐĀ d‚Äôapprentissage de coefficients d‚Äôestimation de la population, et proceŐĀdeŐĀ d‚Äôestimation de la population. France, Patent n¬į : FR3072536. 2019. ⟨hal-04303801⟩
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2017

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Vincent Gauthier, Fereshteh Asgari, Mounim El Yacoubi, Alexis Sultan. Proc√©d√© d'estimation de trajectoires utilisant des donn√©es mobiles. France, N¬į de brevet: FR3046006. 16609. 2017, pp.34. ⟨hal-01582154⟩
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Poster de conférence

2020

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Omar El Mellouki, Mohamed Ibn Khedher, Mounim El Yacoubi. Abstract interpretation for neural networks verification. DataIA Workshop ¬ę Safety & AI ¬Ľ (2020), Sep 2020, Gif-sur-Yvette, France. 2020, ⟨10.13140/RG.2.2.33268.78720⟩. ⟨hal-03878080⟩
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Proceedings/Recueil des communications

2022

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Moun√ģm El Yacoubi, Eric Granger, Pong Chi Yuen, Umapada Pal, Nicole Vincent. Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI 2022, Paris, France, June 1‚Äď3, 2022, Proceedings, Part II. Lecture Notes in Computer Science, 13364, Springer International Publishing, 2022, Lecture Notes in Computer Science (LNCS, volume 13364), 978-3-031-09281-7. ⟨10.1007/978-3-031-09282-4⟩. ⟨hal-03963459⟩
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Thèse

2023

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Abir Fathallah, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Contributions for indexing Historical Arabic Documents using Deep Learning approaches. Computer Science [cs]. T√©l√©com SudParis (Institut Mines-T√©l√©com); Institut Sup√©rieur d'Informatique et des Technologies de Communication de Hammam Sousse, 2023. English. ⟨NNT : 2023IPPAS004⟩. ⟨tel-04183229⟩
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Pré-publication, Document de travail

2023

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Sarah Ben Slimene, Moun√ģm A. El-Yacoubi. Driver risk identification using telematics and contextual data crossed with previous claims history. 2023. ⟨hal-04348103v2⟩
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