Get started
Author

Faïcel Chamroukhi

Observed names: CHAMROUKHI, Faicel, Chamroukhi, F., Chamroukhi, Faicel, Chamroukhi, Faïcel, F. Chamroukhi, Faicel Chamroukhi
Observed institutions: Université de Technologie de Compiègne, Centre National de la Recherche Scientifique, Université de Toulon, The University of Queensland, Arts et Métiers, La Trobe University, Aix-Marseille Université, Paris-Est Sup, Institut de Recherche Technologique SystemX, Heuristics and Diagnostics for Complex Systems, Normandie Université, Laboratoire d’Informatique et Systèmes, Laboratoire Paul Painlevé, Laboratoire d'Informatique de Paris-Nord, École nationale supérieure d'architecture de Marseille, Université Lille 1, Société Française de Statistique, Laboratoire de Mathématiques Nicolas Oresme, Pôle de recherche et d'enseignement supérieur Université de Grenoble, McGill University, Université Grenoble Alpes, Université de Caen Normandie
ORCID: 0000-0002-5894-3103
Observed ORCID: 0000-0002-5894-3103
OpenAlex ID: A5020695688
Physical Human Activity Recognition Using Wearable Sensors
2015 · Ferhat Attal, Samer Mohammed, et al. · Sensors · 832
PDF
An Unsupervised Approach for Automatic Activity Recognition Based on Hidden Markov Model Regression
2013 · Dorra Trabelsi, Samer Mohammed, et al. · IEEE Transactions on Automation Science and Engineering · 173
PDF
Model-based clustering and segmentation of time series with changes in regime
2011 · Allou Samé, Faicel Chamroukhi, et al. · Advances in Data Analysis and Classification · 114
PDF
Joint segmentation of multivariate time series with hidden process regression for human activity recognition
2013 · F. Chamroukhi, S. Mohammed, et al. · Neurocomputing · 95
PDF
Approximation by finite mixtures of continuous density functions that vanish at infinity
2020 · T. Tin Nguyen, Hien D. Nguyen, et al. · Cogent Mathematics & Statistics · 84
PDF
Model‐based clustering and classification of functional data
2019 · Faicel Chamroukhi, Hien D. Nguyen · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 70
PDF
A hidden process regression model for functional data description. Application to curve discrimination
2010 · Faicel Chamroukhi, Allou Samé, et al. · Neurocomputing · 57
PDF
Time series modeling by a regression approach based on a latent process
2009 · Faicel Chamroukhi, Allou Samé, et al. · Neural Networks · 53
PDF
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview
2018 · Hien D. Nguyen, Faicel Chamroukhi · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 46
PDF
Robust mixture of experts modeling using the t distribution
2016 · F. Chamroukhi · Neural Networks · 41
PDF
Skew t mixture of experts
2017 · F. Chamroukhi · Neurocomputing · 30
Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model
2019 · Hien D. Nguyen, Faicel Chamroukhi, et al. · Neurocomputing · 24
Model-based clustering with Hidden Markov Model regression for time series with regime changes
2011 · Faicel Chamroukhi, Allou Same, et al. · International Joint Conference on Neural Networks (IJCNN) · 24
PDF
Piecewise Regression Mixture for Simultaneous Functional Data Clustering and Optimal Segmentation
2016 · Faicel Chamroukhi · Journal of Classification · 23
PDF
Unsupervised learning of regression mixture models with unknown number of components
2015 · Faicel Chamroukhi · Journal of Statistical Computation and Simulation · 22
PDF
Approximation of probability density functions via location-scale finite mixtures in Lebesgue spaces
2022 · TrungTin Nguyen, Faicel Chamroukhi, et al. · Communication in Statistics- Theory and Methods · 21
PDF
Model-based functional mixture discriminant analysis with hidden process regression for curve classification
2013 · F. Chamroukhi, H. Glotin, et al. · Neurocomputing · 20
PDF
Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts
2026 · TrungTin Nguyen, Hien D. Nguyen, et al. · Annals of the Institute of Statistical Mathematics · 19
PDF
Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models
2021 · Hien Duy Nguyen, TrungTin Nguyen, et al. · Journal of Statistical Distributions and Applications · 18
PDF
A regression model with a hidden logistic process for feature extraction from time series
2009 · Faicel Chamroukhi, Allou Same, et al. · International Joint Conference on Neural Networks (IJCNN) · 18
PDF
A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models
2022 · TrungTin Nguyen, Hien Duy Nguyen, et al. · Electronic Journal of Statistics · 16
PDF
Robust EM algorithm for model-based curve clustering
2013 · Faicel Chamroukhi · International Joint Conference on Neural Networks (IJCNN) · 16
PDF
Regularized Estimation and Feature Selection in Mixtures of Generalized Linear Experts
2019 · Nguyen-Van, Thin, Chamroukhi, Faicel, et al. · arXiv (Cornell University) · 14
PDF
Estimation of Fuel Cell Life Time Using Latent Variables in Regression Context
2009 · Raïssa Onanena, Faicel Chamroukhi, et al. · International Conference on Machine Learning and Applications · 14
Regularized Maximum-Likelihood Estimation of Mixture-of-Experts for Regression and Clustering
2018 · Faicel Chamroukhi, Bao Tuyen Huynh · International Joint Conference on Neural Networks (IJCNN) · 13
Works count: 109
Citation count: 2,025
H-index: 18
I10-index: 32
Year
Topic
Type