Nesma HOUMANI
Publications
Publications
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Multi-scale probabilistic score fusion for enhancing Alzheimer’s disease detection using EEG18th International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS), Feb 2025, Porto, France. pp.741-751, ⟨10.5220/0013169700003911⟩ |
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FRI-484 machine learning in predicting 3-month mortality for liver transplant candidates with HCC: a paradigm shiftEuropean Association for the Study of the Liver (EASL Congress), May 2025, Amsterdam, Netherlands. pp.S384-S385, ⟨10.1016/S0168-8278(25)01131-6⟩ |
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Quantification des effets thérapeutiques sur la marche chez des patients avec hémiparésie par une mesure de distance élastique multidimensionnelleXXIII congrès de la Société Francophone d'analyse du mouvement chez l'enfant et l'adulte (SOFAMEA), Jan 2025, Paris, France |
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On the stratification of individuals’ EEG connectivity in the context of cognitive disordersThe 13th European Conference on Clinical Neuroimaging (ECCN), Mar 2025, Madrid, Spain |
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A multi-task learning framework for mortality prediction in liver transplant candidates38th International Symposium on Computer-Based Medical Systems (CBMS), Jun 2025, Madrid, Spain. pp.484-489, ⟨10.1109/CBMS65348.2025.00102⟩ |
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Is DTW resilient to noise and effective for EEG functional connectivity assessment?Plate-Forme Intelligence Artificielle (PFIA), Jul 2024, La Rochelle, France |
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Predicting waitlist mortality for liver transplant candidates: a comparative analysis between statistical scores and machine learning modelsThe 12th International Conference on E-Health and Bioengineering Conference (EHB), Nov 2024, Iasi (Roumanie), Romania. ⟨10.1109/EHB64556.2024.10805746⟩ |
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Transfer learning for artwork attribution: assessing the importance of the artist's signatureIEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Oct 2024, Rabat (MOROCCO), Morocco. pp.01 - 07, ⟨10.1109/ipta62886.2024.10755887⟩ |
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Caractérisation de la marche normale et des déviations pathologiques dues aux maladies neurologiques : étude comparative des mesures de déviations de la marcheXXII congrès de la Société Francophone d'analyse du mouvement chez l'enfant et l'adulte (SOFAMEA ), Jan 2024, Nantes (France), France |
Vascular dementia characterization by dynamic time warping in the context of cognitive disordersIEEE International Conference on Bioinformatics and Biomedicine, in conjunction with the 5th international workshop on Machine Learning for EEG Signal Processing (MLESP), Dec 2024, Lisbon (Portugal), Portugal |
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Gait deviation assessment: from signal to image analysisIEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Oct 2024, Rabat, Morocco. pp.01 - 06, ⟨10.1109/ipta62886.2024.10755780⟩ |
A multi-Scale brain connectivity analysis of electroencephalography signals for AD detection18th European Congress of Clinical Neurophysiology (ECCN ), May 2023, Marseille (FRA), France. ⟨10.1016/j.clinph.2023.03.314⟩ |
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Gait deviation and neurological diseases: a comparative study of quantitative measures11th IEEE International Conference on E-Health and Bioengineering (EHB 2023), Nov 2023, Bucharest, Romania. ⟨10.1007/978-3-031-62523-7_55⟩ |
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A fusion scheme of EEG epoch durations for an improved Alzheimer's disease detectionColloque en TéléSANté et dispositifs biomédicaux (JETSAN), Université Paris 8, CNRS,, Jun 2023, Paris Saint Denis, France |
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Epoch-based entropy: a statistical EEG marker for Alzheimer’s disease detectionEntropy 2021: The Scientific Tool of the 21st Century, May 2021, Online (Porto), Portugal. ⟨10.3390/Entropy2021-09771⟩ |
A new scheme for the automatic assessment of Alzheimer’s disease on a fine motor task with transfer learningEMBC 2021: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Nov 2021, Mexico (online), Mexico. pp.3823-3829, ⟨10.1109/EMBC46164.2021.9630539⟩ |
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Impact of spatial constraints when signing in uncontrolled mobile conditionsIH&MMSec 2019 : ACM Workshop on Information Hiding and Multimedia Security, Jul 2019, Paris, France. pp.89-94, ⟨10.1145/3335203.3335720⟩ |
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Multi-dimensional profiling of elderly at-risk for Alzheimer's disease in a differential frameworkJETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France |
NeuroLife: interfaces cerveau machine pour la santé et l’autonomieHealthcare 4.0: Nouvelles avancées en ingénierie pour la santé, Institut Mines-Télécom, Oct 2019, Saint-Etienne, France |
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Neurofeedback: a novel strategy for promoting cognitive reserve in the elderly?Joint Event on 14th International Conference on Neurology, Neuroscience and Neuromuscular Disorders & 31st Edition on World Psychiatrists and Psychologists Conference & 15th International Conference on Gastro Educa, Jun 2019, Tokyo, Japan |
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Well-being and -ageing with chronical disease: the BV2 projectJETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France |
Alzheimer's disease diagnosis using synchrony and disorder measuresJDSE 2017 : 2nd Junior Conference on Data Science and Engineering, Sep 2017, Orsay, France. pp.117 - 119 |
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Monitoring visual sustained attention with a low-cost EEG headsetICABME 2017 : 4th International Conference on Advances in Biomedical Engineering, Oct 2017, Beirut, Lebanon. pp.1 - 4, ⟨10.1109/ICABME.2017.8167572⟩ |
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Neurofeedback as a neurorehabilitation tool for memory deficits : a phase 0 clinical trialNEUROTECHNIX 2017 : 5th International Congress on Neurotechnology, Electronics and Informatics, Oct 2017, Funchal, Portugal. pp.14 - 16 |
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A signature complexity measure to select reference signatures for online signature verificationBIOSIG 2015 : International Conference of the Biometrics Special Interest Group, Sep 2015, Darmstadt, Germany. pp.327 - 334, ⟨10.1109/BIOSIG.2015.7314595⟩ |
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Improving video-based iris recognition via local quality weighted super resolutionICPRAM 2013 : 2nd International Conference on Pattern Recognition Applications and Methods, Feb 2013, Barcelone, Spain. pp.623 - 629, ⟨10.5220/0004342306230629⟩ |
On-line signature verification on a mobile platformWMS '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⟩ |
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BioSecure Signature Evaluation Campaign (ESRA'2011) : evaluating systems on quality-based categories of skilled forgeriesIJCB 2011 : International Joint Conference on Biometrics, Oct 2011, Washington, United States. pp.1 - 10, ⟨10.1109/IJCB.2011.6117487⟩ |
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A comparison of feature extraction approaches for offline signature verificationICMCS 2011 : 2nd International Conference on Multimedia Computing and Systems, Apr 2011, Ouarzazate Morocco. pp.1 - 6, ⟨10.1109/ICMCS.2011.5945734⟩ |
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Comparing GMM and parzen in automatic signature recognition : a step backward or forward ?CBA 2010 : XVIII Congresso Brasileiro de Automatica, Sep 2010, Bonito, Ms, Brazil. pp.4463 - 4468 |
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On assessing the robustness of pen coordinates, pen pressure and pen inclination to short-term and long-term time variability with personal entropyBTAS 2009 : IEEE 3rd International Conference on Biometrics : Theory, Applications and Systems, Sep 2009, Washington, United States. pp.1 - 6, ⟨10.1109/BTAS.2009.5339074⟩ |
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A novel personal entropy measure confronted to online signature verification systems' performanceBTAS 2008 : IEEE 2nd International Conference on Biometrics : Theory, Applications and System, Sep 2008, Arlington United States. pp.1 - 6, ⟨10.1109/BTAS.2008.4699362⟩ |
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A client-entropy measure for on-line signaturesBSYM 2008 : Biometrics Symposium, Sep 2008, Tampa, United States. pp.83 - 88, ⟨10.1109/BSYM.2008.4655527⟩ |
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EEG-neurofeedback for promoting neuromodulation in the elderly: evidence from a double-blind study2022 |
EEG signal analysis with a statistical entropy-based measure for Alzheimer’s disease detectionS. Yurish. Advances in Signal Processing: Reviews, 2, pp.387-407, 2021, 978-84-09-28830-4 |
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Digitizing tabletEncyclopedia of biometrics, Springer, 2015, 978-1-4899-7487-7. ⟨10.1007/978-1-4899-7488-4⟩ |
Quality-based super resolution for degraded iris recognitionPattern recognition applications and methods advances in intelligent systems and computing : international conference, ICPRAM 2013 Barcelona, Spain, February 15-18, 2013 revised selected papers, 2, Springer International Publishing, pp.285 - 300, 2015, Advances in Intelligent Systems and Computing, 978-3-319-12609-8. ⟨10.1007/978-3-319-12610-4_18⟩ |
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Quality measures for online handwritten signaturesSignal and Image Processing for Biometrics, 292, Springer, pp.255 - 283, 2014, Lecture Notes in Electrical Engineering, 978-3-642-54079-0. ⟨10.1007/978-3-642-54080-6_10⟩ |
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Fingerprint and on-line signature verification competitions at ICB 2009Advances in Biometrics : Third International Conference, ICB 2009, Alghero, Italy, June 2-5, 2009, 5558, Springer, pp.725 - 732, 2009, Lecture Notes in Computer Science, 978-3-642-01792-6. ⟨10.1007/978-3-642-01793-3_74⟩ |
Digitizing tabletEncyclopedia of biometrics, 2 volumes, Springer, pp.225 - 228, 2009, 978-0-387-73002-8. ⟨10.1007/978-0-387-73003-5_19⟩ |
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Online handwritten signature verificationGuide to biometric reference systems and performance evaluation, Springer-Verlag, pp.125 - 164, 2009, 978-1-84800-291-3. ⟨10.1007/978-1-84800-292-0_6⟩ |
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Suitable segmentation method of a thermal signal representing sleep movement in the bedESRS 2016: 23rd Congress of the European Sleep Research Society, Sep 2016, Bologne, Italy |
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Analyse de la qualité des signatures manuscrites en-ligne par la mesure d'entropieAutre [cs.OH]. Institut National des Télécommunications, 2011. Français. ⟨NNT : 2011TELE0004⟩ |