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

Nesma Houmani

Abdelghani Halimi Lorenzo Hermez Nesma Houmani Sonia Garcia-Salicetti Omar A. Galarraga C. A novel gait quality measure for characterizing pathological gait based on Hidden Markov Models. 109368 2025 184 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.109368 db/journals/cbm/cbm184.html#HalimiHHGC25 streams/journals/cbm

Lorenzo Hermez Nesma Houmani Sonia Garcia-Salicetti Omar A. Galarraga C. Vincent Vigneron Gait asymmetry assessment through Eigen-Gait components on dissimilarity maps. 109390 2025 184 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.109390 db/journals/cbm/cbm184.html#HermezHGCV25 streams/journals/cbm

Maxime Bedoin Bernadette Dorizzi Jérôme Boudy Kiyoka Kinugawa Nesma Houmani Multi-Scale Probabilistic Score Fusion for Enhancing Alzheimer's Disease Detection Using EEG. 741-751 2025 BIOSTEC (1) https://doi.org/10.5220/0013169700003911 conf/biostec/2025-1 db/conf/biostec/biostec2025-1.html#BedoinDBKH25 Abdelghani Halimi Nesma Houmani Sonia Garcia-Salicetti Ilias Kounis Audrey Coilly A Multi-Task Learning Framework for Mortality Prediction in Liver Transplant Candidates. 484-489 2025 CBMS https://doi.org/10.1109/CBMS65348.2025.00102 conf/cbms/2025 db/conf/cbms/cbms2025.html#HalimiHGKC25 Maxime Bedoin Bernadette Dorizzi Jérôme Boudy Kiyoka Kinugawa Nesma Houmani Vascular Dementia Characterization by Dynamic Time Warping in the Context of Cognitive Disorders. 4129-4136 2024 BIBM https://doi.org/10.1109/BIBM62325.2024.10822759 conf/bibm/2024 db/conf/bibm/bibm2024.html#BedoinDBKH24 Lorenzo Hermez Nesma Houmani Sonia Garcia-Salicetti Omar A. Galarraga C. Vincent Vigneron Gait Deviation Assessment: From Signal to Image Analysis. 1-6 2024 IPTA https://doi.org/10.1109/IPTA62886.2024.10755780 conf/ipta/2024 db/conf/ipta/ipta2024.html#HermezHGCV24 streams/conf/ipta Noam Schmitt Yoann Loesch Nesma Houmani Sonia Garcia-Salicetti Transfer Learning for Artwork Attribution: Assessing the Importance of the Artist's Signature. 1-7 2024 IPTA https://doi.org/10.1109/IPTA62886.2024.10755887 conf/ipta/2024 db/conf/ipta/ipta2024.html#SchmittLHG24 streams/conf/ipta

Lorenzo Hermez Abdelghani Halimi Nesma Houmani Sonia Garcia-Salicetti Omar A. Galarraga C. Vincent Vigneron Clinical Gait Analysis: Characterizing Normal Gait and Pathological Deviations Due to Neurological Diseases. 6566 2023 July 23 Sensors 14 https://doi.org/10.3390/s23146566 db/journals/sensors/sensors23.html#HermezHHGCV23

Majd Abazid Nesma Houmani Jérôme Boudy Bernadette Dorizzi Jean Mariani Kiyoka Kinugawa A Comparative Study of Functional Connectivity Measures for Brain Network Analysis in the Context of AD Detection with EEG. 1553 2021 23 Entropy 11 https://doi.org/10.3390/e23111553 db/journals/entropy/entropy23.html#AbazidHBDMK21

Marouane Kachouri Nesma Houmani Sonia Garcia-Salicetti Anne-Sophie Rigaud A new scheme for the automatic assessment of Alzheimer's disease on a fine motor task with Transfer Learning<sup>*</sup>. 3823-3829 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630539 conf/embc/2021 db/conf/embc/embc2021.html#KachouriHGR21

Majd Abazid Nesma Houmani Sonia Garcia-Salicetti Enhancing Security on Touch-Screen Sensors with Augmented Handwritten Signatures. 933 2020 20 Sensors 3 https://doi.org/10.3390/s20030933 https://www.wikidata.org/entity/Q89682735 db/journals/sensors/sensors20.html#AbazidHG20

Zelong Wang Majd Abazid Nesma Houmani Sonia Garcia-Salicetti Anne-Sophie Rigaud Online Signature Analysis for Characterizing Early Stage Alzheimer's Disease: A Feasibility Study. 956 2019 21 Entropy 10 https://doi.org/10.3390/e21100956 https://www.wikidata.org/entity/Q127195030 db/journals/entropy/entropy21.html#WangAHGR19

Majd Abazid Nesma Houmani Sonia Garcia-Salicetti Impact of Spatial Constraints when Signing in Uncontrolled Mobile Conditions. 89-94 2019 IH&MMSec https://doi.org/10.1145/3335203.3335720 conf/ih/2019 db/conf/ih/ihmmsec2019.html#AbazidHG19

Nesma Houmani Gérard Dreyfus François B. Vialatte Epoch-based Entropy for Early Screening of Alzheimer's Disease. 2015 25 Int. J. Neural Syst. 8 https://doi.org/10.1142/S012906571550032X https://www.wikidata.org/entity/Q50549912 db/journals/ijns/ijns25.html#HoumaniDV15 1550032:1-1550032:18

Christian Kahindo Sonia Garcia-Salicetti Nesma Houmani A Signature Complexity Measure to select Reference Signatures for Online Signature Verification. 327-334 2015 BIOSIG conf/biosig/2015 db/conf/biosig/biosig2015.html#KahindoGH15 https://doi.org/10.1109/BIOSIG.2015.7314595 https://dl.gi.de/handle/20.500.12116/2298 Nesma Houmani Sonia Garcia-Salicetti Digitizing Tablet. 351-356 2015 Encyclopedia of Biometrics https://doi.org/10.1007/978-1-4899-7488-4_19 reference/bio/2015 db/reference/bio/2.html#HoumaniG15 Nadia Othman Nesma Houmani Bernadette Dorizzi Quality-Based Super Resolution for Degraded Iris Recognition. 285-300 2013 ICPRAM (Selected Papers) https://doi.org/10.1007/978-3-319-12610-4_18 conf/icpram/2013s db/conf/icpram/icpram2013s.html#OthmanHD13a Nadia Othman Nesma Houmani Bernadette Dorizzi Improving Video-based Iris Recognition Via Local Quality Weighted Super Resolution. 623-629 2013 ICPRAM conf/icpram/2013 db/conf/icpram/icpram2013.html#OthmanHD13

Nesma Houmani Aurélien Mayoue Sonia Garcia-Salicetti Bernadette Dorizzi Mahmoud I. Khalil M. N. Moustafa Hazem M. Abbas Daigo Muramatsu Berrin A. Yanikoglu Alisher Kholmatov Marcos Martinez-Diaz Julian Fiérrez Javier Ortega-Garcia Josep Roure Alcobé Joan Fabregas Marcos Faúndez-Zanuy Juan Manuel Pascual-Gaspar Valentín Cardeñoso-Payo Carlos Vivaracho-Pascual BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures. 993-1003 2012 45 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2011.08.008 https://www.wikidata.org/entity/Q60305961 db/journals/pr/pr45.html#HoumaniMGDKMAMYKMFOAFFPCV12

Nesma Houmani Sonia Garcia-Salicetti Bernadette Dorizzi On measuring forgery quality in online signatures. 1004-1018 2012 45 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2011.08.019 db/journals/pr/pr45.html#HoumaniGD12

Nesma Houmani Analyse de la qualité des signatures manuscrites en-ligne par la mesure d'entropie. (Quality analysis of online signatures based on entropy measure). 2011 Telecom & Management SudParis, Évry, Essonne, France https://tel.archives-ouvertes.fr/tel-00765378 Nesma Houmani Sonia Garcia-Salicetti Bernadette Dorizzi Jugurta Montalvão Jânio Coutinho Canuto Marcus V. A. Andrade Yu Qiao 0001 Xingxing Wang Tobias Scheidat Andrey Makrushin Daigo Muramatsu Joanna Putz-Leszczynska Michal Kudelski Marcos Faúndez-Zanuy Juan Manuel Pascual-Gaspar Valentín Cardeñoso-Payo Carlos Vivaracho-Pascual Enrique Argones-Rúa José Luis Alba-Castro Alisher Kholmatov Berrin A. Yanikoglu BioSecure Signature Evaluation Campaign (ESRA'2011): evaluating systems on quality-based categories of skilled forgeries. 1-10 2011 IJCB https://doi.org/10.1109/IJCB.2011.6117487 https://doi.ieeecomputersociety.org/10.1109/IJCB.2011.6117487 conf/icb/2011 db/conf/icb/ijcb2011.html#HoumaniGDMCAQWSMMPKFPCVAAKY11 Nesma Houmani Sonia Garcia-Salicetti Bernadette Dorizzi Mounim A. El-Yacoubi On-line Signature Verification on a Mobile Platform. 396-400 2010 MobiCASE https://doi.org/10.1007/978-3-642-29336-8_28 http://eudl.eu/doi/10.1007/978-3-642-29336-8_28 conf/mobicase/2010 db/conf/mobicase/mobicase2010.html#HoumaniGDE10

Sonia Garcia-Salicetti Nesma Houmani Bernadette Dorizzi A Novel Criterion for Writer Enrolment Based on a Time-Normalized Signature Sample Entropy Measure. 2009 2009 EURASIP J. Adv. Signal Process. https://doi.org/10.1155/2009/964746 https://www.wikidata.org/entity/Q59248375 db/journals/ejasp/ejasp2009.html#Garcia-SalicettiHD09

Bernadette Dorizzi Raffaele Cappelli Matteo Ferrara Dario Maio Davide Maltoni Nesma Houmani Sonia Garcia-Salicetti Aurélien Mayoue Fingerprint and On-Line Signature Verification Competitions at ICB 2009. 725-732 2009 ICB https://doi.org/10.1007/978-3-642-01793-3_74 conf/icb/2009 db/conf/icb/icb2009.html#DorizziCFMMHGM09 Sonia Garcia-Salicetti Nesma Houmani Digitizing Tablet. 224-228 2009 Encyclopedia of Biometrics https://doi.org/10.1007/978-0-387-73003-5_19 reference/bio/2009 db/reference/bio/d.html#Garcia-SalicettiH09 Majd Abazid Hazem M. Abbas José Luis Alba-Castro Josep Roure Alcobé Marcus Vinícius Alvim AndradeMarcus V. A. Andrade Enrique Argones-Rúa Maxime Bedoin Jérôme Boudy Omar A. Galarraga C. Jânio Coutinho Canuto Raffaele Cappelli Valentín Cardeñoso-Payo Audrey Coilly Bernadette Dorizzi Gérard Dreyfus Mounim A. El-Yacoubi Joan Fabregas Marcos Faúndez-Zanuy Matteo Ferrara Julian FierrezJulian Fiérrez Jugurta R. Montalvão FilhoJugurta Montalvão Sonia Garcia-Salicetti Abdelghani Halimi Lorenzo Hermez Marouane Kachouri Christian Kahindo Mahmoud I. Khalil Alisher Kholmatov Kiyoka Kinugawa Ilias Kounis Michal Kudelski Yoann Loesch Dario Maio Andrey Makrushin Davide Maltoni Jean Mariani Marcos Martinez-Diaz Aurélien Mayoue M. N. Moustafa Daigo Muramatsu Javier Ortega-Garcia Nadia Othman Juan Manuel Pascual-Gaspar Joanna Putz-Leszczynska Yu Qiao 0001 Anne-Sophie Rigaud Tobias Scheidat Noam Schmitt François B. Vialatte Vincent Vigneron Carlos Vivaracho-Pascual Xingxing Wang Zelong Wang Berrin A. Yanikoglu