基本信息
views: 31
Career Trajectory
Bio
My skills cover a large spectrum of AI domain, ranging from electronics to data science, along with signal and image processing, machine learning, pattern recognition and computer science.
Engineer in electronics, I obtained my PhD in 2011 from Telecom SudParis (TSP), with the habilitation of the University of Evry Val d'Essonne. My thesis work, applied to the field of biometrics, concerns the development of statistical quality measures for the characterization of online handwritten signals. During my PhD and post-doctoral research position in biometrics at TSP, I participated in the conception and organization of two international evaluation campaigns on online handwritten signatures (BSEC'2009 and ESRA'2011). I also worked on the development of super resolution techniques for 2D iris images to enhance authentication systems, when being confronted to degraded sequences.
In 2012, I joined the “Brain Computer Interface” team of Brain Plasticity Lab (UMR 8249) at ESPCI (Paris, France). I started my research on the analysis of electrophysiological signals, in particular on the analysis of EEG signals to study brain activity. I developed a new statistical EEG biomarker for the diagnosis of Alzheimer's disease at the early stage.
Since 2015, I am senior lecturer, member of ARMEDIA team, SAMOVAR Lab at TSP. One of my current researches focuses on e-health, especially on cognitive and behavioral neuroscience, and deals with EEG signal processing and analysis. This axis has two objectives: first, the detection and prediction of neurodegenerative diseases; second, the monitoring of sustained and selective visual attention by combining brain response with eye movements. I am also working on the detection of cognitive and behavioral disorders in children and the elderly, through the analysis of fine motor gestures coupled with other sequential signals from other sensors, such as the eye tracker, via serious games adapted to the person.
Besides, I am pursuing my researches in Biometrics, in particular on offline and online handwritten signatures, with an extension to Forensics Science and e-Health. My research work is focusing on the profiling of persons based on their signature behaviors that reflect unconscious ballistic gesture.
Research Interests
Papers共 46 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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期刊级别
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合作机构
JOURNAL OF INTEGRATIVE NEUROSCIENCEno. 3 (2024): 67-67
Lorenzo Hermez, Abdelghani Halimi,Nesma Houmani,Sonia Garcia-Salicetti,Omar Galarraga,Vincent Vigneron
Sensorsno. 14 (2023)
Clinical Neurophysiology (2023): e178-e178
bioRxiv (Cold Spring Harbor Laboratory) (2022)
Nesma Houmani,Majd Abazid, Kylliann de Santiago,Jérôme Boudy,Bernadette Dorizzi,Jean Mariani,Kiyoka Kinugawa
HAL (Le Centre pour la Communication Scientifique Directe) (2021)
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Proceedings of Entropy 2021: The Scientific Tool of the 21st Century (2021)
HAL (Le Centre pour la Communication Scientifique Directe) (2021)
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HAL (Le Centre pour la Communication Scientifique Directe) (2021)
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Author Statistics
#Papers: 46
#Citation: 490
H-Index: 14
G-Index: 21
Sociability: 4
Diversity: 1
Activity: 10
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