Edit Profile (opens in new tab) Chamroukhi, Faicel Compute Distance To: Compute Author ID: chamroukhi.faicel Published as: Chamroukhi, Faicel; Chamroukhi, Faïcel Documents Indexed: 10 Publications since 2009 Co-Authors: 9 Co-Authors with 7 Joint Publications 98 Co-Co-Authors all top 5 Co-Authors 3 single-authored 4 Nguyen, Hien Duy 3 Nguyen, TrungTin 2 Aknin, Patrice 2 Govaert, Gérard 2 McLachlan, Geoffrey John 2 Samé, Allou 1 Forbes, Florence 1 Huynh, Bao-Tuyen 1 Lecocq, Florian all top 5 Serials 2 Neural Networks 1 Journal of Classification 1 Journal of Statistical Computation and Simulation 1 Advances in Data Analysis and Classification. ADAC 1 Electronic Journal of Statistics 1 Journal de la Société Française de Statistique 1 Journal of Statistical Distributions and Applications 1 Cogent Mathematics & Statistics Fields 10 Statistics (62-XX) 1 Approximations and expansions (41-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 8 Publications have been cited 47 times in 30 Documents Cited by ▼ Year ▼ Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice 15 2011 Robust mixture of experts modeling using the \(t\) distribution. Zbl 1418.62251Chamroukhi, Faicel 10 2016 Time series modeling by a regression approach based on a latent process. Zbl 1342.62144Chamroukhi, Faicel; Samé, Allou; Govaert, Gérard; Aknin, Patrice 7 2009 Approximation by finite mixtures of continuous density functions that vanish at infinity. Zbl 1486.62048Nguyen, T. Tin; Nguyen, Hien D.; Chamroukhi, Faicel; McLachlan, Geoffrey J. 6 2020 Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models. Zbl 1490.62162Nguyen, Hien Duy; Nguyen, TrungTin; Chamroukhi, Faicel; McLachlan, Geoffrey John 5 2021 Regularized estimation and feature selection in mixtures of experts. (Estimation par maximum de vraisemblance régularisé et sélection de variables dans les modèles de mélanges d’experts.) Zbl 1417.62170Chamroukhi, Faicel; Huynh, Bao-Tuyen 2 2019 A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models. Zbl 07603097Nguyen, TrungTin; Nguyen, Hien Duy; Chamroukhi, Faicel; Forbes, Florence 1 2022 Unsupervised learning of regression mixture models with unknown number of components. Zbl 07184734Chamroukhi, Faicel 1 2016 A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models. Zbl 07603097Nguyen, TrungTin; Nguyen, Hien Duy; Chamroukhi, Faicel; Forbes, Florence 1 2022 Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models. Zbl 1490.62162Nguyen, Hien Duy; Nguyen, TrungTin; Chamroukhi, Faicel; McLachlan, Geoffrey John 5 2021 Approximation by finite mixtures of continuous density functions that vanish at infinity. Zbl 1486.62048Nguyen, T. Tin; Nguyen, Hien D.; Chamroukhi, Faicel; McLachlan, Geoffrey J. 6 2020 Regularized estimation and feature selection in mixtures of experts. (Estimation par maximum de vraisemblance régularisé et sélection de variables dans les modèles de mélanges d’experts.) Zbl 1417.62170Chamroukhi, Faicel; Huynh, Bao-Tuyen 2 2019 Robust mixture of experts modeling using the \(t\) distribution. Zbl 1418.62251Chamroukhi, Faicel 10 2016 Unsupervised learning of regression mixture models with unknown number of components. Zbl 07184734Chamroukhi, Faicel 1 2016 Model-based clustering and segmentation of time series with changes in regime. Zbl 1274.62427Samé, Allou; Chamroukhi, Faicel; Govaert, Gérard; Aknin, Patrice 15 2011 Time series modeling by a regression approach based on a latent process. Zbl 1342.62144Chamroukhi, Faicel; Samé, Allou; Govaert, Gérard; Aknin, Patrice 7 2009 all cited Publications top 5 cited Publications all top 5 Cited by 62 Authors 6 Nguyen, Hien Duy 5 Chamroukhi, Faicel 4 Wu, Liucang 3 Dai, Lin 3 McLachlan, Geoffrey John 3 Nguyen, TrungTin 3 Yin, Junhui 2 Forbes, Florence 2 Jacques, Julien 1 Abanto-Valle, Carlos Antonio 1 Arbel, Julyan 1 Bellec, Pierre C. 1 Biernacki, Christophe 1 Bouveyron, Charles 1 Boyd, Stephen Poythress 1 Côme, Etienne 1 Corsini, Noemi 1 De Sanctis, Angela 1 Di Battista, Tonio 1 Ford, Jessica 1 Fortuna, Francesca 1 Ge, Shufei 1 Ghalyan, Najah F. 1 Govaert, Gérard 1 Hallac, David 1 Hayes, Keith R. 1 Ickowicz, Adrien 1 Janke, Andrew L. 1 Khouja, Rima 1 Kim, Joonpyo 1 Kim, Won-Seok 1 Kobayashi, Genya 1 Kwong, Kwok-Kun 1 Lecocq, Florian 1 Li, Shuangshuang 1 Lu, Hanchi 1 Marbac, Matthieu 1 Mattei, Pierre-Alexandre 1 Miller, David John 1 Mirfarah, Elham 1 Mourrain, Bernard 1 Naderi, Mehrdad 1 Nascimento, Marcus G. Lavagnole 1 Nathoo, Farouk S. 1 Ng, Tin Lok James 1 Nystrup, Peter 1 Oh, Heeseok 1 Orban, Pierre 1 Preda, Cristian 1 Ray, Asok Kumar 1 Samé, Allou 1 Shi, Jianqing 1 Sugasawa, Shonosuke 1 Vandewalle, Vincent 1 Vilar, José Antonio 1 Vilar, Juan Manuel 1 Viroli, Cinzia 1 Wang, Liangliang 1 Wang, Shijia 1 Xie, Zhengfen 1 Zeng, Pengcheng 1 Zhang, Shuyu all top 5 Cited in 18 Serials 4 Computational Statistics and Data Analysis 2 Journal of Classification 2 Neural Computation 2 Communications in Statistics. Theory and Methods 2 Journal of Statistical Computation and Simulation 2 Advances in Data Analysis and Classification. ADAC 2 Electronic Journal of Statistics 2 Statistics and Computing 1 Journal of Multivariate Analysis 1 Journal of Symbolic Computation 1 Communications in Statistics. Simulation and Computation 1 Applied Mathematics. Series B (English Edition) 1 Journal of Applied Statistics 1 REVSTAT 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Statistical Distributions and Applications all top 5 Cited in 6 Fields 29 Statistics (62-XX) 1 Algebraic geometry (14-XX) 1 Functional analysis (46-XX) 1 Probability theory and stochastic processes (60-XX) 1 Biology and other natural sciences (92-XX) 1 Systems theory; control (93-XX) Citations by Year