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Author

Faïcel Chamroukhi

Observed names: CHAMROUKHI, Faicel, Chamroukhi, F, 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, 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 · 797
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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 · 172
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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 · 97
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Joint segmentation of multivariate time series with hidden process regression for human activity recognition
2013 · F. Chamroukhi, S. Mohammed, et al. · Neurocomputing · 88
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Approximation by finite mixtures of continuous density functions that vanish at infinity
2020 · T. Tin Nguyen, Hien D. Nguyen, et al. · Cogent Mathematics & Statistics · 68
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Model‐based clustering and classification of functional data
2019 · Faicel Chamroukhi, Hien D. Nguyen · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 64
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A hidden process regression model for functional data description. Application to curve discrimination
2010 · Faicel Chamroukhi, Allou Samé, et al. · Neurocomputing · 56
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Time series modeling by a regression approach based on a latent process
2009 · Faicel Chamroukhi, Allou Samé, et al. · Neural Networks · 48
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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 · 41
Robust mixture of experts modeling using the t distribution
2016 · F. Chamroukhi · Neural Networks · 41
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Skew t mixture of experts
2017 · F. Chamroukhi · Neurocomputing · 28
Piecewise Regression Mixture for Simultaneous Functional Data Clustering and Optimal Segmentation
2016 · Faicel Chamroukhi · Journal of Classification · 20
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Model-based functional mixture discriminant analysis with hidden process regression for curve classification
2013 · F. Chamroukhi, H. Glotin, et al. · Neurocomputing · 20
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Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model
2019 · Hien D. Nguyen, Faicel Chamroukhi, et al. · Neurocomputing · 19
Unsupervised learning of regression mixture models with unknown number of components
2015 · Faicel Chamroukhi · Journal of Statistical Computation and Simulation · 19
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Model-based clustering with Hidden Markov Model regression for time series with regime changes
2011 · Chamroukhi, Faicel, Samé, Allou, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 17
A regression model with a hidden logistic process for feature extraction from time series
2009 · Faicel Chamroukhi, Allou Same, et al. · 17
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Robust EM algorithm for model-based curve clustering
2013 · Faicel Chamroukhi · 2022 International Joint Conference on Neural Networks (IJCNN) · 16
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Model-based clustering with Hidden Markov Model regression for time series with regime changes
2011 · Faicel Chamroukhi, Allou Same, et al. · 2022 International Joint Conference on Neural Networks (IJCNN) · 15
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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 · 14
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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 · 12
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Unsupervised Bioacoustic Segmentation by Hierarchical Dirichlet Process Hidden Markov Model
2018 · Vincent Roger, Marius Bartcus, et al. · Springer eBooks · 12
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 · 12
Hierarchical Dirichlet Process Hidden Markov Model for unsupervised bioacoustic analysis
2015 · Marius Bartcus, Faicel Chamroukhi, et al. · 11
Regularized Maximum-Likelihood Estimation of Mixture-of-Experts for Regression and Clustering
2018 · Faicel Chamroukhi, Bao Tuyen Huynh · 10
Works count: 121
Citation count: 1,845
H-index: 17
I10-index: 25
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