default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDChristophe Biernacki
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j31]Aude Sportisse, Matthieu Marbac, Fabien Laporte, Gilles Celeux, Claire Boyer, Julie Josse, Christophe Biernacki:
Model-based clustering with missing not at random data. Stat. Comput. 34(4): 135 (2024)- 2023
- [j30]Christophe Biernacki, Julien Jacques, Christine Keribin:
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges. J. Classif. 40(2): 332-381 (2023) - [j29]Michael P. B. Gallaugher
, Christophe Biernacki, Paul D. McNicholas:
Parameter-wise co-clustering for high-dimensional data. Comput. Stat. 38(3): 1597-1619 (2023) - [j28]Filippo Antonazzo, Christophe Biernacki, Christine Keribin:
Frugal Gaussian clustering of huge imbalanced datasets through a bin-marginal approach. Stat. Comput. 33(3): 60 (2023) - [i5]Violaine Courrier, Christophe Biernacki, Cristian Preda, Benjamin Vittrant:
Comparative study of clustering models for multivariate time series from connected medical devices. CoRR abs/2312.17286 (2023) - 2022
- [j27]Luxin Zhang, Pascal Germain, Yacine Kessaci, Christophe Biernacki:
Interpretable domain adaptation using unsupervised feature selection on pre-trained source models. Neurocomputing 511: 319-336 (2022) - [j26]Matthieu Marbac, Mohammed Sedki, Christophe Biernacki, Vincent Vandewalle:
Simultaneous Semiparametric Estimation of Clustering and Regression. J. Comput. Graph. Stat. 31(1): 477-485 (2022) - [c11]Luxin Zhang, Pascal Germain, Yacine Kessaci, Christophe Biernacki:
Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models. AAAI 2022: 9057-9065 - [c10]Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. ICML 2022: 2257-2291 - 2021
- [j25]Christophe Biernacki, Matthieu Marbac, Vincent Vandewalle:
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering. J. Classif. 38(1): 129-157 (2021) - [c9]Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
Clustering multilayer graphs with missing nodes. AISTATS 2021: 2260-2268 - [i4]Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
Clustering multilayer graphs with missing nodes. CoRR abs/2103.03235 (2021) - [i3]Aude Sportisse, Christophe Biernacki, Claire Boyer, Julie Josse, Matthieu Marbac Lourdelle, Gilles Celeux, Fabien Laporte:
Model-based Clustering with Missing Not At Random Data. CoRR abs/2112.10425 (2021) - [i2]Guillaume Braun, Hemant Tyagi, Christophe Biernacki:
An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees. CoRR abs/2112.10467 (2021) - 2020
- [j24]Christophe Biernacki, Luis Angel García-Escudero, Salvatore Ingrassia:
Special issue on "Innovations on model based clustering and classification". Adv. Data Anal. Classif. 14(2): 231-234 (2020) - [j23]Margot Selosse, Julien Jacques, Christophe Biernacki:
Model-based co-clustering for mixed type data. Comput. Stat. Data Anal. 144: 106866 (2020) - [j22]Margot Selosse, Julien Jacques, Christophe Biernacki:
Textual data summarization using the Self-Organized Co-Clustering model. Pattern Recognit. 103: 107315 (2020) - [j21]Margot Selosse, Julien Jacques, Christophe Biernacki:
ordinalClust: An R Package to Analyze Ordinal Data. R J. 12(2): 173 (2020) - [c8]Luxin Zhang, Pascal Germain, Yacine Kessaci, Christophe Biernacki:
Target to Source Coordinate-Wise Adaptation of Pre-trained Models. ECML/PKDD (1) 2020: 378-394
2010 – 2019
- 2019
- [j20]Christophe Biernacki, Alexandre Lourme:
Unifying data units and models in (co-)clustering. Adv. Data Anal. Classif. 13(1): 7-31 (2019) - [j19]Maxime Baelde, Christophe Biernacki, Raphael Greff:
Real-Time monophonic and polyphonic audio classification from power spectra. Pattern Recognit. 92: 82-92 (2019) - 2018
- [j18]Julien Jacques, Christophe Biernacki:
Model-based co-clustering for ordinal data. Comput. Stat. Data Anal. 123: 101-115 (2018) - [c7]Anne-Lise Bedenel, Laetitia Jourdan, Christophe Biernacki:
Probability Estimation by an Adapted Genetic Algorithm in Web Insurance. LION 2018: 225-240 - [i1]Michael P. B. Gallaugher, Christophe Biernacki, Paul D. McNicholas:
Relaxing the Identically Distributed Assumption in Gaussian Co-Clustering for High Dimensional Data. CoRR abs/1808.08366 (2018) - 2017
- [c6]Maxime Baelde, Christophe Biernacki, Raphael Greff:
A mixture model-based real-time audio sources classification method. ICASSP 2017: 2427-2431 - 2016
- [j17]Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle:
Latent class model with conditional dependency per modes to cluster categorical data. Adv. Data Anal. Classif. 10(2): 183-207 (2016) - [j16]Loïc Yengo, Julien Jacques, Christophe Biernacki, Mickaël Canouil:
Variable Clustering in High-Dimensional Linear Regression: The R Package clere. R J. 8(1): 92 (2016) - [j15]Christophe Biernacki, Julien Jacques:
Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. Stat. Comput. 26(5): 929-943 (2016) - 2015
- [j14]Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle:
Model-Based Clustering for Conditionally Correlated Categorical Data. J. Classif. 32(2): 145-175 (2015) - 2014
- [j13]Emil Eirola, Amaury Lendasse, Vincent Vandewalle, Christophe Biernacki:
Mixture of Gaussians for distance estimation with missing data. Neurocomputing 131: 32-42 (2014) - [j12]Julien Jacques, Quentin Grimonprez, Christophe Biernacki:
Rankcluster: An R Package for Clustering Multivariate Partial Rankings. R J. 6(1): 101 (2014) - [j11]Christophe Biernacki, Alexandre Lourme:
Stable and visualizable Gaussian parsimonious clustering models. Stat. Comput. 24(6): 953-969 (2014) - 2013
- [j10]Christophe Biernacki, Julien Jacques:
A generative model for rank data based on insertion sort algorithm. Comput. Stat. Data Anal. 58: 162-176 (2013) - [j9]Vincent Vandewalle, Christophe Biernacki, Gilles Celeux, Gérard Govaert:
A predictive deviance criterion for selecting a generative model in semi-supervised classification. Comput. Stat. Data Anal. 64: 220-236 (2013) - [j8]Alexandre Lourme, Christophe Biernacki:
Simultaneous Gaussian model-based clustering for samples of multiple origins. Comput. Stat. 28(1): 371-391 (2013)
2000 – 2009
- 2009
- [j7]Christophe Biernacki:
Pourquoi les modèles de mélange pour la classification ? Monde des Util. Anal. Données 40: 1-22 (2009) - [c5]Farid Beninel, Christophe Biernacki:
Updating a Logistic Discrimination Rule - Comparing Some Logistic Submodels in Credit-scoring. ICAART 2009: 267-274 - 2007
- [c4]Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux, Gérard Govaert:
Parameter Setting for Evolutionary Latent Class Clustering. ISICA 2007: 472-484 - 2006
- [j6]Christophe Biernacki, Gilles Celeux, Gérard Govaert, Florent Langrognet:
Model-based cluster and discriminant analysis with the MIXMOD software. Comput. Stat. Data Anal. 51(2): 587-600 (2006) - [j5]Christophe Biernacki, Gilles Celeux, Anwuli Echenim, Gérard Govaert, Florent Langrognet:
Le logiciel MIXMOD d'analyse de mélange pour la classification et l'analyse discriminante. Monde des Util. Anal. Données 35: 25-44 (2006) - 2005
- [c3]Julien Jacques, Christophe Biernacki:
Analyse discriminante sur données binaires lorsque les populations d'apprentissage et de test sont différentes. DMAS 2005: 129 - [c2]Farid Beninel, Christophe Biernacki:
Relaxations de la régression logistique : modèles pour l'apprentissage sur une sous-population et la prédiction sur une autre. DMAS 2005: 200-212 - 2004
- [j4]Christophe Biernacki:
Initializing EM using the properties of its trajectories in Gaussian mixtures. Stat. Comput. 14(3): 267-279 (2004) - 2003
- [j3]Christophe Biernacki, Gilles Celeux, Gérard Govaert:
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. Comput. Stat. Data Anal. 41(3-4): 561-575 (2003) - 2001
- [c1]Anne Guérin-Dugué, Christophe Biernacki, Jeanny Hérault:
Statistical modelling for image retrieval using a biological model of the perceptive colour space. ICIP (1) 2001: 209-212 - 2000
- [j2]Robert T. Collins, Christophe Biernacki, Gilles Celeux, Alan J. Lipton, Gérard Govaert, Takeo Kanade:
Introduction to the Special Section on Video Surveillance. IEEE Trans. Pattern Anal. Mach. Intell. 22(8): 745-746 (2000)
1990 – 1999
- 1999
- [j1]Christophe Biernacki, Gilles Celeux, Gérard Govaert:
An improvement of the NEC criterion for assessing the number of clusters in a mixture model. Pattern Recognit. Lett. 20(3): 267-272 (1999)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-07-19 19:18 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
