Faïcel Chamroukhi

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Hien Duy NguyenLa Trobe University and Kyushu UniversityVerified email at latrobe.edu.au
Allou SaméResearcher, Université Gustave EiffelVerified email at ifsttar.fr
Latifa OukhellouDirectrice de Recherche. Gustave Eiffel UniversityVerified email at univ-eiffel.fr
Patrice AkninScientific Director, IRT SystemXVerified email at irt-systemx.fr
Samer MohammedProfessor at UPECVerified email at u-pec.fr
AmiratProf. Université Paris Est CréteilVerified email at u-pec.fr
Hervé Glotinhonorary member of Institut Universitaire France (iuf.amue.fr), Université de Toulon, LIS CNRSVerified email at univ-tln.fr
Geoffrey J. McLachlanProfessor of Statistics, University of QueenslandVerified email at uq.edu.au
TrungTin NguyenPostdoctoral Research Fellow at Queensland University of Technology, AustraliaVerified email at qut.edu.au
Florence ForbesDirector of Research, INRIA, Grenoble Rhone-AlpesVerified email at inria.fr
Denis CandussoResearch Director, with Université Gustave Eiffel and SATIE (UMR 8029), Partner of FCLAB (UAR 2200)Verified email at univ-eiffel.fr
Christophe BiernackiUniversity Lille 1Verified email at math.univ-lille1.fr
Peter SavadjievAssistant Professor, Department of Radiology, McGill University, Montreal, QC, CanadaVerified email at cim.mcgill.ca
Reza Forghani, MD, PhDNeuroradiologist, Medical AI Expert, and Imaging IT Physician Lead, Dept. Radiology, AdventHealthVerified email at adventhealth.com
Mark CoatesProfessor of Electrical Engineering, McGill UniversityVerified email at ece.mcgill.ca
Dung Ngoc NguyenPostdoctoral Research Fellow at CSIRO Agriculture and Food Canberra, ACT, AustraliaVerified email at csiro.au
Goran FrehseProfessor of Computer Science, ENSTA ParisVerified email at ensta-paris.fr
Sébastien PARISMaîtres de Conférences, Université de ToulonVerified email at lis-lab.fr
Younès BennaniProfessor, Sorbonne Paris Nord UniversityVerified email at lipn.univ-paris13.fr
Potamitis IlyasProfessor, Dept. of Music Technology & Acoustics, Hellenic Mediterranean University (HMU)Verified email at hmu.gr

Faïcel Chamroukhi

Professor of Data Sience & AI @UniCaen // Scientific responsible of Data Science & AI @ RTO SystemX

Verified email at unicaen.fr - Homepage

Statistical Learning Artificial Intelligence AI for Industry


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Physical human activity recognition using wearable sensors F Attal, S Mohammed, M Dedabrishvili, F Chamroukhi, L Oukhellou, ... Sensors 15 (12), 31314-31338, 2015	993	2015
An unsupervised approach for automatic activity recognition based on hidden Markov model regression D Trabelsi, S Mohammed, F Chamroukhi, L Oukhellou, Y Amirat IEEE Transactions on automation science and engineering 10 (3), 829-835, 2013	227	2013
Model-based clustering and segmentation of time series with changes in regime A Samé, F Chamroukhi, G Govaert, P Aknin Advances in Data Analysis and Classification 5 (4), 301, 2011	127	2011
Joint segmentation of multivariate time series with hidden process regression for human activity recognition F Chamroukhi, S Mohammed, D Trabelsi, L Oukhellou, Y Amirat Neurocomputing 120, 633-644, 2013	123	2013
Model‐based clustering and classification of functional data F Chamroukhi, HD Nguyen Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (4 …, 2019	76	2019
A hidden process regression model for functional data description. Application to curve discrimination F Chamroukhi, A Samé, G Govaert, P Aknin Neurocomputing 73 (7-9), 1210-1221, 2010	76	2010
Time series modeling by a regression approach based on a latent process F Chamroukhi, A Samé, G Govaert, P Aknin Neural Networks 22 (5-6), 593-602, 2009	76	2009
Approximation by finite mixtures of continuous density functions that vanish at infinity TT Nguyen, HD Nguyen, F Chamroukhi, GJ McLachlan Cogent Mathematics & Statistics 7 (1), 1750861, 2020	75	2020
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview HD Nguyen, F Chamroukhi Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (4 …, 2018	55	2018
Robust mixture of experts modeling using the t distribution F Chamroukhi Neural Networks 79, 20-36, 2016	49	2016
Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model HD Nguyen, F Chamroukhi, F Forbes Neurocomputing 366, 208-214, 2019	32	2019
Unsupervised learning of regression mixture models with unknown number of components F Chamroukhi Journal of Statistical Computation and Simulation 86 (12), 2308-2334, 2016	31	2016
Skew t mixture of experts F Chamroukhi Neurocomputing 266, 390-408, 2017	28	2017
Piecewise regression mixture for simultaneous functional data clustering and optimal segmentation F Chamroukhi Journal of Classification 33 (3), 374-411, 2016	27	2016
Model-based functional mixture discriminant analysis with hidden process regression for curve classification F Chamroukhi, H Glotin, A Samé Neurocomputing 112, 153-163, 2013	27	2013
Model-based clustering with Hidden Markov Model regression for time series with regime changes F Chamroukhi, A Samé, P Aknin, G Govaert The 2011 International Joint Conference on Neural Networks, 2814-2821, 2011	27	2011
Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models HD Nguyen, TT Nguyen, F Chamroukhi, GJ McLachlan Journal of Statistical Distributions and Applications 8, 1-15, 2021	25	2021
Regularized maximum likelihood estimation and feature selection in mixtures-of-experts models F Chamroukhi, BT Huynh Journal de la société française de statistique 160 (1), 57-85, 2019	25	2019
Approximation of probability density functions via location-scale finite mixtures in Lebesgue spaces TT Nguyen, F Chamroukhi, HD Nguyen, GJ McLachlan Communications in Statistics-Theory and Methods 52 (14), 5048-5059, 2023	23	2023
A regression model with a hidden logistic process for feature extraction from time series F Chamroukhi, A Samé, G Govaert, P Aknin 2009 International Joint Conference on Neural Networks, 489-496, 2009	22	2009

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