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Biernacki, Christophe

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Author ID: biernacki.christophe Recent zbMATH articles by "Biernacki, Christophe"
Published as: Biernacki, Christophe; Biernacki, C.
Homepage: http://math.univ-lille1.fr/~biernack/

Publications by Year

Citations contained in zbMATH Open

21 Publications have been cited 297 times in 243 Documents Cited by Year
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Zbl 1429.62235
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
120
2003
Model-based cluster and discriminant analysis with the MIXMOD software. Zbl 1157.62431
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard; Langrognet, Florent
31
2006
An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Zbl 0933.68117
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
27
1999
Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EM. Zbl 1038.62023
Biernacki, Christophe; Chrétien, Stéphane
16
2003
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model. Zbl 1203.62027
Biernacki, C.; Celeux, G.; Govaert, G.
13
2010
Model-based clustering of Gaussian copulas for mixed data. Zbl 1384.62198
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
12
2017
Choosing models in model-based clustering and discriminant analysis. Zbl 1156.62335
Biernacki, Christophe; Govaert, Gérard
11
1999
Model-based co-clustering for ordinal data. Zbl 1469.62086
Jacques, Julien; Biernacki, Christophe
8
2018
Model-based clustering for multivariate partial ranking data. Zbl 1285.62069
Jacques, Julien; Biernacki, Christophe
8
2014
A generalized discriminant rule when training population and test population differ on their descriptive parameters. Zbl 1210.62077
Biernacki, Christophe; Beninel, Farid; Bretagnolle, Vincent
7
2002
Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. Zbl 06652986
Biernacki, Christophe; Jacques, Julien
7
2016
A generative model for rank data based on insertion sort algorithm. Zbl 1365.62167
Biernacki, Christophe; Jacques, Julien
7
2013
Stable and visualizable Gaussian parsimonious clustering models. Zbl 1332.62199
Biernacki, Christophe; Lourme, Alexandre
7
2014
Model-based clustering for conditionally correlated categorical data. Zbl 1335.62103
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
5
2015
Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures for grouped data and behaviour of the EM algorithm. Zbl 1150.62010
Biernacki, Christophe
4
2007
Model-based co-clustering for mixed type data. Zbl 07160684
Selosse, Margot; Jacques, Julien; Biernacki, Christophe
3
2020
Simultaneous Gaussian model-based clustering for samples of multiple origins. Zbl 1305.65054
Lourme, A.; Biernacki, C.
3
2013
Latent class model with conditional dependency per modes to cluster categorical data. Zbl 1414.62253
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
3
2016
Variable clustering in high dimensional linear regression models. Zbl 1316.62104
Yengo, Loïc; Jacques, Julien; Biernacki, Christophe
2
2014
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
2019
A predictive deviance criterion for selecting a generative model in semi-supervised classification. Zbl 1468.62202
Vandewalle, Vincent; Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
1
2013
Model-based co-clustering for mixed type data. Zbl 07160684
Selosse, Margot; Jacques, Julien; Biernacki, Christophe
3
2020
Unifying data units and models in (co-)clustering. Zbl 1459.62105
Biernacki, Christophe; Lourme, Alexandre
2
2019
Model-based co-clustering for ordinal data. Zbl 1469.62086
Jacques, Julien; Biernacki, Christophe
8
2018
Model-based clustering of Gaussian copulas for mixed data. Zbl 1384.62198
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
12
2017
Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. Zbl 06652986
Biernacki, Christophe; Jacques, Julien
7
2016
Latent class model with conditional dependency per modes to cluster categorical data. Zbl 1414.62253
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
3
2016
Model-based clustering for conditionally correlated categorical data. Zbl 1335.62103
Marbac, Matthieu; Biernacki, Christophe; Vandewalle, Vincent
5
2015
Model-based clustering for multivariate partial ranking data. Zbl 1285.62069
Jacques, Julien; Biernacki, Christophe
8
2014
Stable and visualizable Gaussian parsimonious clustering models. Zbl 1332.62199
Biernacki, Christophe; Lourme, Alexandre
7
2014
Variable clustering in high dimensional linear regression models. Zbl 1316.62104
Yengo, Loïc; Jacques, Julien; Biernacki, Christophe
2
2014
A generative model for rank data based on insertion sort algorithm. Zbl 1365.62167
Biernacki, Christophe; Jacques, Julien
7
2013
Simultaneous Gaussian model-based clustering for samples of multiple origins. Zbl 1305.65054
Lourme, A.; Biernacki, C.
3
2013
A predictive deviance criterion for selecting a generative model in semi-supervised classification. Zbl 1468.62202
Vandewalle, Vincent; Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
1
2013
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model. Zbl 1203.62027
Biernacki, C.; Celeux, G.; Govaert, G.
13
2010
Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures for grouped data and behaviour of the EM algorithm. Zbl 1150.62010
Biernacki, Christophe
4
2007
Model-based cluster and discriminant analysis with the MIXMOD software. Zbl 1157.62431
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard; Langrognet, Florent
31
2006
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Zbl 1429.62235
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
120
2003
Degeneracy in the maximum likelihood estimation of univariate Gaussian mixtures with EM. Zbl 1038.62023
Biernacki, Christophe; Chrétien, Stéphane
16
2003
A generalized discriminant rule when training population and test population differ on their descriptive parameters. Zbl 1210.62077
Biernacki, Christophe; Beninel, Farid; Bretagnolle, Vincent
7
2002
An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Zbl 0933.68117
Biernacki, Christophe; Celeux, Gilles; Govaert, Gérard
27
1999
Choosing models in model-based clustering and discriminant analysis. Zbl 1156.62335
Biernacki, Christophe; Govaert, Gérard
11
1999
all top 5

Cited by 400 Authors

18 Punzo, Antonio
16 Biernacki, Christophe
13 Melnykov, Volodymyr
12 Bouveyron, Charles
12 Celeux, Gilles
10 Ingrassia, Salvatore
10 McNicholas, Paul D.
9 Latouche, Pierre
7 Rocci, Roberto
6 Browne, Ryan P.
6 Jacques, Julien
6 Marbac, Matthieu
6 Murphy, Thomas Brendan
5 Bartolucci, Francesco
5 Lin, Tsung I.
5 Maruotti, Antonello
5 Vandewalle, Vincent
5 Zhu, Xuwen
4 Baudry, Jean-Patrick
4 Galimberti, Giuliano
4 Govaert, Gérard
4 Lagona, Francesco
4 Martin-Magniette, Marie-Laure
4 Maugis, Cathy
4 Michael, Semhar
4 Soffritti, Gabriele
3 Corneli, Marco
3 Fernández, Daniel
3 Fop, Michael
3 García-Escudero, Luis Angel
3 Lourme, Alexandre
3 Maitra, Ranjan
3 Mattei, Pierre-Alexandre
3 Mayo-Iscar, Agustin
3 Montanari, Giorgio Eduardo
3 Pandolfi, Silvia
3 Picone, Marco
3 Riani, Marco
3 Scrucca, Luca
3 Vittadini, Giorgio
2 Alfò, Marco
2 Alquier, Pierre
2 Ambroise, Christophe
2 Anderlucci, Laura
2 Andrews, Jeffrey L.
2 Arnold, Richard A.
2 Bacci, Silvia
2 Bagnato, Luca
2 Berlinet, Alain F.
2 Birmele, Etienne
2 Brunet, Camille
2 Chamroukhi, Faicel
2 D’Ambrosio, Antonio
2 Di Mari, Roberto
2 Gattone, Stefano Antonio
2 Gormley, Isobel Claire
2 Grandvalet, Yves
2 Greselin, Francesca
2 Iannario, Maria
2 Iorio, Carmela
2 Karlis, Dimitris
2 Kim, Daeyoung
2 Lavergne, Christian
2 Liu, Ivy
2 Mazo, Gildas
2 Mazza, Angelo
2 Menardi, Giovanna
2 Migliorati, Sonia
2 Miljkovic, Tatjana
2 Minotti, Simona Caterina
2 Mollica, Cristina
2 Montanari, Angela
2 O’Hagan, Adrian
2 Ongaro, Andrea
2 Piccolo, Domenico
2 Ranalli, Monia
2 Rastelli, Riccardo
2 Roland, Christophe
2 Sarkar, Shuchismita
2 Sedki, Mohammed A.
2 Seo, Byungtae
2 Siciliano, Roberta
2 Tardella, Luca
2 Viroli, Cinzia
2 Wang, Wan-Lun
1 Abrahamowicz, Michal
1 Abrial, David
1 Ainscow, E. K.
1 Alanazi, Fadhah Amer
1 Alata, Olivier
1 Aldworth, Zane N.
1 Allassonnière, Stéphanie
1 Allen, David M.
1 Allen, Genevera I.
1 Amorim, Maria José
1 Anton, Cristina A.
1 Antoniadis, Anestis
1 Arjas, Elja
1 Ascari, Roberto
1 Averyanov, Yaroslav
...and 300 more Authors
all top 5

Cited in 53 Serials

47 Computational Statistics and Data Analysis
24 Advances in Data Analysis and Classification. ADAC
24 Statistics and Computing
20 Journal of Classification
11 Computational Statistics
8 Journal of Applied Statistics
8 The Annals of Applied Statistics
7 Journal of Multivariate Analysis
7 Journal of Statistical Computation and Simulation
7 Statistical Papers
7 Statistical Modelling
5 Journal of Statistical Planning and Inference
4 Metron
4 Communications in Statistics. Simulation and Computation
4 Electronic Journal of Statistics
3 Psychometrika
3 Scandinavian Journal of Statistics
3 Biometrical Journal
3 Pattern Recognition
3 Statistical Applications in Genetics and Molecular Biology
2 The Canadian Journal of Statistics
2 Insurance Mathematics & Economics
2 Communications in Statistics. Theory and Methods
2 European Journal of Operational Research
2 Statistical Analysis and Data Mining
2 Statistics Surveys
1 Journal of the Franklin Institute
1 Annals of the Institute of Statistical Mathematics
1 Biometrics
1 Information Sciences
1 International Statistical Review
1 Journal of the American Statistical Association
1 Journal of Symbolic Computation
1 Statistical Science
1 Computers & Operations Research
1 International Journal of Approximate Reasoning
1 Economics Letters
1 Applied Mathematical Modelling
1 Test
1 Journal of Computational Neuroscience
1 Bernoulli
1 Soft Computing
1 Methodology and Computing in Applied Probability
1 Journal of Machine Learning Research (JMLR)
1 Statistical Methods in Medical Research
1 International Journal of Computational Methods
1 Statistical Methods and Applications
1 Mathematical Biosciences and Engineering
1 Journal of Computational and Graphical Statistics
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Journal of Probability and Statistics
1 Sankhyā. Series B
1 Computer Science Review

Citations by Year