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Nesma HOUMANI

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A novel gait quality measure for characterizing pathological gait based on Hidden Markov Models

Abdelghani Halimi , Lorenzo Hermez , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga
Computers in Biology and Medicine, 2025, 184, pp.109368. ⟨10.1016/j.compbiomed.2024.109368⟩
Journal articles hal-04842998v1
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Gait asymmetry assessment through Eigen-Gait components on dissimilarity maps

Lorenzo Hermez , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga , Vincent Vigneron
Computers in Biology and Medicine, 2025, 184, pp.109390. ⟨10.1016/j.compbiomed.2024.109390⟩
Journal articles hal-04806189v1
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Self-modulation of gamma-band synchronization through EEG-neurofeedback training in the elderly

Katia Andrade , Nesma Houmani , Thomas Guieysse , Solofo Razafimahatratra , André Klarsfeld
Journal of Integrative Neuroscience, 2024, 23 (3), pp.67. ⟨10.31083/j.jin2303067⟩
Journal articles hal-04663972v1
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Clinical gait analysis: characterizing normal gait and pathological deviations due to neurological diseases

Lorenzo Hermez , Abdelghani Halimi , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga
Sensors, 2023, 23 (14), pp.6566. ⟨10.3390/s23146566⟩
Journal articles hal-04172052v1
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Weighted brain network analysis on different stages of clinical cognitive decline

Majd Abazid , Nesma Houmani , Bernadette Dorizzi , Jérôme Boudy , Jean Mariani
Bioengineering, 2022, 9 (2), pp.62. ⟨10.3390/bioengineering9020062⟩
Journal articles hal-03953134v1
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On extracting digitized spiral dynamics’ representations: a study on transfer learning for early Alzheimer’s detection

Daniela Carfora , Suyeon Kim , Nesma Houmani , Sonia Garcia-Salicetti , Anne-Sophie Rigaud
Bioengineering, 2022, 9 (8), pp.375. ⟨10.3390/bioengineering9080375⟩
Journal articles hal-03953214v1
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A comparative study of functional connectivity measures for brain network analysis in the context of AD detection with EEG

Majd Abazid , Nesma Houmani , Jérôme Boudy , Bernadette Dorizzi , Jean Mariani
Entropy, 2021, 23 (11), pp.1553:1-1553:22. ⟨10.3390/e23111553⟩
Journal articles hal-03456928v1

Enhancing security on touch-screen sensors with augmented handwritten signatures

Majd Abazid , Nesma Houmani , Sonia Garcia-Salicetti
Sensors, 2020, 20 (3), pp.933:1-933:21. ⟨10.3390/s20030933⟩
Journal articles hal-02492596v1

Online signature analysis for characterizing early stage Alzheimer’s disease: a feasibility study

Zelong Wang , Majd Abazid , Nesma Houmani , Sonia Garcia-Salicetti , Anne-Sophie Rigaud
Entropy, 2019, 21 (10), pp.956-1 - 956-12. ⟨10.3390/e21100956⟩
Journal articles hal-02380209v1

Diagnosis of Alzheimer's disease with Electroencephalography in a differential framework

Nesma Houmani , François Vialatte , Esteve Gallego-Jutglà , Gérard Dreyfus , Vi-Huong Nguyen-Michel
PLoS ONE, 2018, 13 (3), pp.e0193607-1 - e0193607-19. ⟨10.1371/journal.pone.0193607⟩
Journal articles hal-01809370v1

Chemical composition and antibacterial activity of Artemisia campestris ssp. glutinosa (J. Gay) Batt. and A. judaïca ssp. sahariensis (Chev.) species endemic to the Algerian Sahara

Rafika Ghanai , Zahia Houmani , Nesma Houmani
Journal of Essential Oil Bearing Plants, 2018, 21 (3), pp.779 - 788. ⟨10.1080/0972060X.2018.1484819⟩
Journal articles hal-01864636v1

On hunting animals of the Biometric Menagerie for online signature

Nesma Houmani , Sonia Garcia-Salicetti
PLoS ONE, 2016, 11 (4), pp.1 - 26. ⟨10.1371/journal.pone.0151691⟩
Journal articles hal-01355704v1

Epoch-based entropy for early screening of Alzheimer's disease

Nesma Houmani , Gérard Dreyfus , François Vialatte
International Journal of Neural Systems, 2015, 25 (8), pp.1 - 18. ⟨10.1142/S012906571550032X⟩
Journal articles hal-01264618v1

BioSecure signature evaluation campaign (BSEC'2009) : evaluating online signature algorithms depending on the quality of signatures

Nesma Houmani , Aurélien Mayoue , Sonia Garcia-Salicetti , Bernadette Dorizzi , Mostafa I. Khalil
Pattern Recognition, 2012, 45 (3), pp.993 -1003. ⟨10.1016/j.patcog.2011.08.008⟩
Journal articles hal-00663826v1

On measuring forgery quality in online signatures

Nesma Houmani , Sonia Garcia-Salicetti , Bernadette Dorizzi
Pattern Recognition, 2012, 45 (3), pp.1004-1018. ⟨10.1016/j.patcog.2011.08.019⟩
Journal articles hal-00663830v1
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A novel criterion for writer enrolment based on a time-normalized signature sample entropy measure

Sonia Garcia-Salicetti , Nesma Houmani , Bernadette Dorizzi
EURASIP Journal on Advances in Signal Processing, 2009, 2009, pp.1 - 12. ⟨10.1155/2009/964746⟩
Journal articles hal-01357103v1

EEG signal analysis with a statistical entropy-based measure for Alzheimer’s disease detection

Nesma Houmani , Majd Abazid , Kylliann de Santiago , Jérôme Boudy , Bernadette Dorizzi
S. Yurish. Advances in Signal Processing: Reviews, 2, pp.387-407, 2021, 978-84-09-28830-4
Book sections hal-03882856v1

Digitizing tablet

Nesma Houmani , Sonia Garcia-Salicetti
Encyclopedia of biometrics, Springer, 2015, 978-1-4899-7487-7. ⟨10.1007/978-1-4899-7488-4⟩
Book sections hal-01809395v1

Quality-based super resolution for degraded iris recognition

Nadia Othman , Nesma Houmani , Bernadette Dorizzi
Pattern 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⟩
Book sections hal-01263093v1

Quality measures for online handwritten signatures

Nesma Houmani , Sonia Garcia-Salicetti
Signal 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⟩
Book sections hal-01263367v1

Digitizing tablet

Sonia Garcia-Salicetti , Nesma Houmani
Encyclopedia of biometrics, 2 volumes, Springer, pp.225 - 228, 2009, 978-0-387-73002-8. ⟨10.1007/978-0-387-73003-5_19⟩
Book sections hal-01359045v1
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Fingerprint and on-line signature verification competitions at ICB 2009

Bernadette Dorizzi , Raffaele Cappelli , Matteo Ferrara , Dario Maio , Davide Maltoni
Advances 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⟩
Book sections hal-00472812v1

Online handwritten signature verification

Sonia Garcia-Salicetti , Nesma Houmani , Bao Ly Van , Bernadette Dorizzi , Fernando Alonso-Fernandez
Guide 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⟩
Book sections hal-00472762v1
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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 marche

Lorenzo Hermez , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga , Vincent Vigneron
XXII congrès de la Société Francophone d'analyse du mouvement chez l'enfant et l'adulte (SOFAMEA ), Jan 2024, Nantes (France), France
Conference papers hal-04685982v1

Vascular dementia characterization by dynamic time warping in the context of cognitive disorders

Maxime Bedoin , Bernadette Dorizzi , Jérôme Boudy , Kiyoka Kinugawa , Nesma Houmani
IEEE 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
Conference papers hal-04843312v1
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Gait deviation assessment: from signal to image analysis

Lorenzo Hermez , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga , Vincent Vigneron
IEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Oct 2024, Rabat, Morocco. pp.01 - 06, ⟨10.1109/ipta62886.2024.10755780⟩
Conference papers hal-04843058v1
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Transfer learning for artwork attribution: assessing the importance of the artist's signature

Noam Schmitt , Yoann Loesch , Nesma Houmani , Sonia Garcia-Salicetti
IEEE Thirteenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Oct 2024, Rabat (MOROCCO), Morocco. pp.01 - 07, ⟨10.1109/ipta62886.2024.10755887⟩
Conference papers hal-04843073v1
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Is DTW resilient to noise and effective for EEG functional connectivity assessment?

Maxime Bedoin , Nesma Houmani , Rita Yabouri , Jérôme Boudy , Kiyoka Kinugawa
Plate-Forme Intelligence Artificielle (PFIA), Jul 2024, La Rochelle, France
Conference papers hal-04663964v1
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Predicting waitlist mortality for liver transplant candidates: a comparative analysis between statistical scores and machine learning models

Abdelghani Halimi , Nesma Houmani , Sonia Garcia-Salicetti , Ilias Kounis , Audrey Coilly
The 12th International Conference on E-Health and Bioengineering Conference (EHB), Nov 2024, Iasi (Roumanie), Romania. ⟨10.1109/EHB64556.2024.10805746⟩
Conference papers hal-04843033v1
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An enhanced characterization of gait deviations in hemiparesis by combining knee and ankle kinematics

Lorenzo Hermez , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga , Vincent Vigneron
Annual Meeting of the European Society for Movement Analysis in Adults and Children (ESMAC), Sep 2024, Oslo, Norway. pp.91-92, ⟨10.1016/j.gaitpost.2024.07.106⟩
Conference papers hal-04663986v1
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Gait deviation and neurological diseases: a comparative study of quantitative measures

Lorenzo Hermez , Nesma Houmani , Sonia Garcia-Salicetti , Omar Galarraga , Vincent Vigneron
11th IEEE International Conference on E-Health and Bioengineering (EHB 2023), Nov 2023, Bucharest, Romania. ⟨10.1007/978-3-031-62523-7_55⟩
Conference papers hal-04305550v1

A multi-Scale brain connectivity analysis of electroencephalography signals for AD detection

Nesma Houmani , Majd Abazid , Jérôme Boudy , Bernadette Dorizzi , Mariani Jean
18th European Congress of Clinical Neurophysiology (ECCN ), May 2023, Marseille (FRA), France. ⟨10.1016/j.clinph.2023.03.314⟩
Conference papers hal-04157476v1
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A fusion scheme of EEG epoch durations for an improved Alzheimer's disease detection

Maxime Bedoin , Nesma Houmani , Bernadette Dorizzi , Jérôme Boudy , Jean Mariani
Colloque en TéléSANté et dispositifs biomédicaux (JETSAN), Université Paris 8, CNRS,, Jun 2023, Paris Saint Denis, France
Conference papers hal-04220641v1

A new scheme for the automatic assessment of Alzheimer’s disease on a fine motor task with transfer learning

Marouane Kachouri , Nesma Houmani , Sonia Garcia-Salicetti , Anne-Sophie Rigaud
EMBC 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⟩
Conference papers hal-03953216v1

Epoch-based entropy: a statistical EEG marker for Alzheimer’s disease detection

Nesma Houmani , Majd Abazid , Jérôme Boudy , Bernadette Dorizzi
Entropy 2021: The Scientific Tool of the 21st Century, May 2021, Online (Porto), Portugal. ⟨10.3390/Entropy2021-09771⟩
Conference papers hal-03953219v1

NeuroLife: interfaces cerveau machine pour la santé et l’autonomie

Gérard Dray , Nesma Houmani
Healthcare 4.0: Nouvelles avancées en ingénierie pour la santé, Institut Mines-Télécom, Oct 2019, Saint-Etienne, France
Conference papers hal-02511084v1

Neurofeedback: a novel strategy for promoting cognitive reserve in the elderly?

Katia Andrade , Takfarinas Medani , Nesma Houmani , Bruno Dubois , François Vialatte
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
Conference papers hal-04421781v1
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Well-being and -ageing with chronical disease: the BV2 project

Dan Istrate , Carla Taramasco , Anthony Fleury , Nesma Houmani , Mossaab Hariz
JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France
Conference papers hal-02161053v1
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Multi-dimensional profiling of elderly at-risk for Alzheimer's disease in a differential framework

Nesma Houmani , Hovagim Bakardjian , Alan Le Montagner , Jean Mariani , Jérôme Boudy
JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France
Conference papers hal-02161052v1

Impact of spatial constraints when signing in uncontrolled mobile conditions

Majd Abazid , Nesma Houmani , Sonia Garcia-Salicetti
IH&MMSec 2019 : ACM Workshop on Information Hiding and Multimedia Security, Jul 2019, Paris, France. pp.89-94, ⟨10.1145/3335203.3335720⟩
Conference papers hal-02190140v1

Monitoring visual sustained attention with a low-cost EEG headset

Ahmad Mheich , Juliette Guilloton , Nesma Houmani
ICABME 2017 : 4th International Conference on Advances in Biomedical Engineering, Oct 2017, Beirut, Lebanon. pp.1 - 4, ⟨10.1109/ICABME.2017.8167572⟩
Conference papers hal-01696238v1

Neurofeedback as a neurorehabilitation tool for memory deficits : a phase 0 clinical trial

Katia Andrade , Nesma Houmani , Bruno Dubois , François Vialatte
NEUROTECHNIX 2017 : 5th International Congress on Neurotechnology, Electronics and Informatics, Oct 2017, Funchal, Portugal. pp.14 - 16
Conference papers hal-01696184v1

Alzheimer's disease diagnosis using synchrony and disorder measures

Amira Aljane , Nesma Houmani
JDSE 2017 : 2nd Junior Conference on Data Science and Engineering, Sep 2017, Orsay, France. pp.117 - 119
Conference papers hal-01701329v1

A signature complexity measure to select reference signatures for online signature verification

Christian Kahindo Senge Muvingi , Sonia Garcia-Salicetti , Nesma Houmani
BIOSIG 2015 : International Conference of the Biometrics Special Interest Group, Sep 2015, Darmstadt, Germany. pp.327 - 334, ⟨10.1109/BIOSIG.2015.7314595⟩
Conference papers hal-01261394v1

Improving video-based iris recognition via local quality weighted super resolution

Nadia Othman , Nesma Houmani , Bernadette Dorizzi
ICPRAM 2013 : 2nd International Conference on Pattern Recognition Applications and Methods, Feb 2013, Barcelone, Spain. pp.623 - 629, ⟨10.5220/0004342306230629⟩
Conference papers hal-01275240v1

A comparison of feature extraction approaches for offline signature verification

Yosra Rekik , Nesma Houmani , Mounim El Yacoubi , Sonia Garcia-Salicetti , Bernadette Dorizzi
ICMCS 2011 : 2nd International Conference on Multimedia Computing and Systems, Apr 2011, Ouarzazate Morocco. pp.1 - 6, ⟨10.1109/ICMCS.2011.5945734⟩
Conference papers hal-01302474v1

BioSecure Signature Evaluation Campaign (ESRA'2011) : evaluating systems on quality-based categories of skilled forgeries

Nesma Houmani , Sonia Garcia-Salicetti , Bernadette Dorizzi , Jugurta Montalvão , Jânio C. Canuto
IJCB 2011 : International Joint Conference on Biometrics, Oct 2011, Washington, United States. pp.1 - 10, ⟨10.1109/IJCB.2011.6117487⟩
Conference papers hal-01333570v1

Comparing GMM and parzen in automatic signature recognition : a step backward or forward ?

Jugurta Montalvão , Nesma Houmani , Bernadette Dorizzi
CBA 2010 : XVIII Congresso Brasileiro de Automatica, Sep 2010, Bonito, Ms, Brazil. pp.4463 - 4468
Conference papers hal-01306020v1

On-line signature verification on a mobile platform

Nesma Houmani , Sonia Garcia-Salicetti , Bernadette Dorizzi , Mounim El Yacoubi
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⟩
Conference papers hal-00812562v1

On assessing the robustness of pen coordinates, pen pressure and pen inclination to short-term and long-term time variability with personal entropy

Nesma Houmani , Sonia Garcia-Salicetti , Bernadette Dorizzi
BTAS 2009 : IEEE 3rd International Conference on Biometrics : Theory, Applications and Systems, Sep 2009, Washington, United States. pp.1 - 6, ⟨10.1109/BTAS.2009.5339074⟩
Conference papers hal-00447588v1
Image document

A novel personal entropy measure confronted to online signature verification systems' performance

Nesma Houmani , Sonia Garcia-Salicetti , Bernadette Dorizzi
BTAS 2008 : IEEE 2nd International Conference on Biometrics : Theory, Applications and System, Sep 2008, Arlington United States. pp.1 - 6, ⟨10.1109/BTAS.2008.4699362⟩
Conference papers hal-01375821v1
Image document

A client-entropy measure for on-line signatures

Sonia Garcia-Salicetti , Nesma Houmani , Bernadette Dorizzi
BSYM 2008 : Biometrics Symposium, Sep 2008, Tampa, United States. pp.83 - 88, ⟨10.1109/BSYM.2008.4655527⟩
Conference papers hal-01374026v1

Method for generating information about the production of a handwritten, handaffixed or printed trace

Nesma Houmani , Sonia Garcia-Salicetti
United States, Patent n° : US 11989979B2. 2024
Patents hal-04843283v1

Procédé et dispositif d’analyse de la motricité fine

Nesma Houmani
France, Patent n° : FR3106234 - WO2021144307- EP4091176. 2022
Patents hal-03953222v1

Identity verification or identification method using handwritten signatures affixed to a digital sensor

Nesma Houmani , Sonia Garcia-Salicetti
France, Patent n° : EP3942442. 2022
Patents hal-03953225v1

Procédé de génération d’informations concernant la production d’un tracé manuscrit, apposé manuellement ou imprimé

Nesma Houmani , Sonia Garcia-Salicetti
France, Patent n° : EP3908962. 2021
Patents hal-03953227v1

Procédé de sélection de caractéristiques à partir de signaux d’électroencéphalogramme

Nesma Houmani , Majd Abazid
France, Patent n° : WO2021254788 - EP3925520. 2021
Patents hal-03953220v1

Procédé de vérification d’identité ou d’identification utilisant des signatures manuscrites apposées sur un capteur numérique

Nesma Houmani , Sonia Garcia-Salicetti
France, N° de brevet: WO2020187640A1. 2020
Patents hal-03122175v1

Method for generating information about the production of a handwritten, hand-affixed or printed trace

Nesma Houmani , Sonia Garcia-Salicetti
France, Patent n° : WO 2020/144494. 2020
Patents hal-02928803v1

Procédé de vérification d’identité ou d’identification utilisant des signatures manuscrites apposées sur un capteur numérique

Nesma Houmani , Sonia Garcia-Salicetti
France, N° de brevet: FR3094106A1. 2020
Patents hal-03122176v1
Image document

Suitable segmentation method of a thermal signal representing sleep movement in the bed

Toufik Guettari , Dan Istrate , Nesma Houmani , Jérôme Boudy
ESRS 2016: 23rd Congress of the European Sleep Research Society, Sep 2016, Bologne, Italy
Conference poster hal-01445647v1