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Analysis\",\"pages\":\"220–236\",\"publisher\":\"Elsevier\",\"title\":\"A predictive deviance criterion for selecting a generative model in semi-supervised classification\",\"volume\":\"64\",\"year\":\"2013\",\"bibtex\":\"@article{vandewalle2013predictive,\\n\\tAuthor = {Vandewalle, Vincent and Biernacki, Christophe and Celeux, Gilles and Govaert, G{\\\\'e}rard},\\n\\tDate-Added = {2021-02-05 10:50:58 +0100},\\n\\tDate-Modified = {2021-02-05 10:50:58 +0100},\\n\\tJournal = {Computational Statistics \\\\& Data Analysis},\\n\\tPages = {220--236},\\n\\tPublisher = {Elsevier},\\n\\tTitle = {A predictive deviance criterion for selecting a generative model in semi-supervised classification},\\n\\tVolume = {64},\\n\\tYear = {2013}}\\n\\n\",\"author_short\":[\"Vandewalle, V.\",\"Biernacki, C.\",\"Celeux, G.\",\"Govaert, G.\"],\"key\":\"vandewalle2013predictive\",\"id\":\"vandewalle2013predictive\",\"bibbaseid\":\"vandewalle-biernacki-celeux-govaert-apredictivedeviancecriterionforselectingagenerativemodelinsemisupervisedclassification-2013\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"vandewalle, v\":\"https://vvandewa.github.io/publications/\"}},\"downloads\":0,\"html\":\"\"}],\n      metadata: {\"owner\":\"vandewalle, v\",\"authorlinks\":{\"vandewalle, v\":\"https://vvandewa.github.io/publications/\"}},\n      ownerID: \"wek2uNyWdDnSSiMur\"\n    };\n  </script>\n\n  <script type=\"text/javascript\">\n  var site$;\n  if (typeof $ != 'undefined') {\n    console.log('existing jquery: storing and then restoring');\n    site$ = $;\n    $ = null;\n  }\n  </script>\n\n  <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/2.2.4/jquery.min.js\">\n  </script>\n  <script type=\"text/javascript\">\n  if (site$) {\n    console.log('existing jquery: avoiding conflict and restoring');\n  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onclick=\"toggleAll()\">\n            <i class=\"fa fa-chevron-down fa-fw\"></i> Expand/Collapse All\n          </a>\n        </li>\n        <li>\n          <a download=\"references.bib\" href=\"data:text/bibtex;base64,@unpublished{ibv14,
	Author = {Serge Iovleff and Christophe Biernacki and Vincent Vandewalle.},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Note = {Big Data Mining and Visualization, Journ{\'e}es communes aux Groupes de Travail EGC et AFIHM, Lille},
	Title = {Visualisation des Mod{\`e}les de M{\'e}lange},
	Year = {2014}}



@unpublished{lgv,
	Author = {Fr{\'e}d{\'e}rique Letu{\'e} and Edith Gabriel and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVother},
	Note = {46{\`e}mes Journ{\'e}es de la SFDS, Rennes},
	Title = {Table ronde STID-groupe Enseignement de la statistique de la SFdS : comment s'appuyer sur nos r{\'e}seaux d'anciens {\'e}tudiants pour mieux promouvoir nos formations en statistique},
	Year = {2014}}



@unpublished{vb17,
	Author = {Vincent Vandewalle and Chrisophe Biernacki},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Note = {IEEE PHM, Dallas June 19th (invit{\'e})},
	Title = {Survival analysis with complex covariates: a model-based clustering preprocessing step},
	Year = {2017}}



@inproceedings{ehrhardt:hal-01949128,
	Address = {Iasi, Romania},
	Author = {Ehrhardt, Adrien and Vandewalle, Vincent and Biernacki, Christophe and Heinrich, Philippe},
	Booktitle = {{23rd International Conference on Computational Statistics}},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-01949128},
	Hal_Version = {v1},
	Keyword = {VVcredit},
	Month = Aug,
	Title = {{Supervised multivariate discretization and levels merging for logistic regression}},
	Url = {https://hal.archives-ouvertes.fr/hal-01949128},
	Year = {2018},
	Bdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01949128}}



@article{robin2007statistical,
	Author = {Robin, Stephane and Schbath, Sophie and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {BMC bioinformatics},
	Keyword = {VVother},
	Number = {1},
	Pages = {84},
	Publisher = {Springer},
	Title = {Statistical tests to compare motif count exceptionalities},
	Volume = {8},
	Year = {2007}}



@unpublished{v16,
	Author = {Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Month = {December},
	Note = {CMStatistics 2016 Sevilla, Spain. (invit{\'e})},
	Title = {Simultaneous dimension reduction and multi-objective clustering using probabilistic factorial discriminant analysis},
	Year = {2016}}



@unpublished{v17,
	Author = {Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmulti},
	Note = {IFCS Meeting, Tokyo, August 8th (invit{\'e})},
	Title = {Simultaneous dimension reduction and multi-objective clustering},
	Year = {2017}}



@unpublished{v09,
	Author = {Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVother},
	Note = {\textit{41{\`e}mes Journ{\'e}es de Statistique}, Bordeaux, France},
	Title = {S{\'e}lection pr{\'e}dictive d'un mod{\`e}le g{\'e}n{\'e}ratif par le crit{\`e}re AICp},
	Year = {2009}}



@unpublished{v13,
	Author = {Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVother},
	Note = {45{\`e}mes Journ{\'e}es de la SFDS, Toulouse},
	Title = {Quel est le bagage statistique de nos futurs {\'e}tudiants ?},
	Year = {2013}}



@inproceedings{biernacki:hal-01419755,
	Address = {Paris, France},
	Author = {Biernacki, Christophe and Castellan, Gwenaelle and Chretien, Stephane and Guedj, Benjamin and Vandewalle, Vincent},
	Booktitle = {{Working Group on Model-Based Clustering Summer Session}},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-01419755},
	Hal_Version = {v1},
	Keywords = {Model-based clustering ; Label switching ; Spurious attractors ; Degeneracy},
	Month = Jul,
	Title = {{Pitfalls in Mixtures from the Clustering Angle}},
	Url = {https://hal.archives-ouvertes.fr/hal-01419755},
	Year = {2016},
	Bdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01419755}}



@article{vandewalle2020multi,
	Author = {Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Mathematics},
	Keyword = {VVmulti},
	Number = {4},
	Pages = {597},
	Publisher = {Multidisciplinary Digital Publishing Institute},
	Title = {Multi-Partitions Subspace Clustering},
	Volume = {8},
	Year = {2020}}



@unpublished{mbv12,
	Author = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Note = {44{\`e}mes Journ{\'e}es de la SFDS, Bruxelles},
	Title = {Mod{\`e}le de m{\'e}lange pour classifier des donn{\'e}es qualitatives conditionnellement corr{\'e}l{\'e}es},
	Year = {2012}}



@unpublished{mbv13b,
	Author = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Note = {5{\`e}mes Rencontres des Jeunes Statisticien-ne-s, Aussois},
	Title = {Mod{\`e}le de m{\'e}lange de copules Gaussiennes pour la classification de donn{\'e}es h{\'e}t{\'e}rog{\`e}nes},
	Year = {2013}}



@unpublished{mbv13,
	Author = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Note = {45{\`e}mes Journ{\'e}es de la SFDS, Toulouse},
	Title = {Mod{\`e}le de classification de donn{\'e}es qualitatives par modes de d{\'e}pendance conditionellement corr{\'e}l{\'e}s},
	Year = {2013}}



@unpublished{vmm17,
	Author = {Vincent Vandewalle and Thierry Mottet and Matthieu Marbac},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmulti},
	Month = {December},
	Note = {CMStatistics/ERCIM 2017 - 10th International Conference of the ERCIM WG on Computational and Methodological Statistics, London, United Kingdom. (invit{\'e})},
	Title = {Model-based variable clustering},
	Year = {2017}}



@misc{ehrhardt:hal-02075126,
	Author = {Ehrhardt, Adrien and Biernacki, Christophe and Vandewalle, Vincent and Heinrich, Philippe},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-02075126},
	Hal_Version = {v1},
	Howpublished = {{Data Science Summer School}},
	Keyword = {VVcredit},
	Keywords = {discretization ; quantization ; grouping ; logistic regression ; preprocessing ; credit scoring ; discr{\'e}tisation ; regroupement ; r{\'e}gression logistique ; scoring ; risque de cr{\'e}dit},
	Month = Aug,
	Note = {Poster},
	Title = {{Model-based multivariate discretization for logistic regression}},
	Url = {https://hal.archives-ouvertes.fr/hal-02075126},
	Year = {2017},
	Bdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-02075126}}



@unpublished{mbv14b,
	Author = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Note = {Working meeting ``Handling categorical and continuous data" of GdR MASCOT-NUM. IHP, Paris},
	Title = {Model-based clustering of {G}aussian copulas for mixed data},
	Year = {2014}}



@article{marbac2017model,
	Author = {Marbac, Matthieu and Biernacki, Christophe and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Communications in Statistics - Theory and Methods},
	Number = 23,
	Pages = {11635--11656},
	Publisher = {Taylor & Francis},
	Title = {Model-based clustering of Gaussian copulas for mixed data},
	Volume = 46,
	Year = 2017}



@unpublished{mbv15b,
	Author = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Month = {June},
	Note = {Classification Society Meeting, Hamilton, Ontario, Canada (invit{\'e})},
	Title = {Model-based clustering of categorical data by relaxing conditional independence.},
	Year = {2015}}



@techreport{Mar13,
	Author = {Marbac, M. and Biernacki, C. and Vandewalle, V.},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Institution = {INRIA},
	Number = {RR-8232},
	Pages = 34,
	Title = {{Model-based clustering for conditionally correlated categorical data}},
	Type = {Rapport de recherche},
	Year = 2013}



@article{marbac2015model,
	Author = {Marbac, Matthieu and Biernacki, Christophe and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Journal of Classification},
	Keyword = {VVmixed},
	Number = {2},
	Pages = {145--175},
	Publisher = {Springer},
	Title = {Model-based clustering for conditionally correlated categorical data},
	Volume = {32},
	Year = {2015}}



@unpublished{elvb12,
	Author = {Emil Eirola and Amaury Lendasse and Vincent Vandewalle and Christophe Biernacki},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Note = {Workshop New Challenges in Neural Computation},
	Title = {Mixture of Gaussians for Distances Estimations with Missing Data},
	Year = {2012}}



@article{eirola2014mixture,
	Author = {Eirola, Emil and Lendasse, Amaury and Vandewalle, Vincent and Biernacki, Christophe},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Neurocomputing},
	Keyword = {VVgeneric},
	Pages = {32--42},
	Publisher = {Elsevier},
	Title = {Mixture of Gaussians for distance estimation with missing data},
	Volume = {131},
	Year = {2014}}



@inproceedings{iovleff:hal-01649206,
	Address = {Marseille, France},
	Author = {Iovleff, Serge and Fauvel, Mathieu and Girard, Stephane and Preda, Cristian and Vandewalle, Vincent},
	Booktitle = {{Journ{\'e}es Science des Donn{\'e}es MaDICS 2017}},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-01649206},
	Hal_Version = {v1},
	Month = jun,
	Pages = {1--60},
	Pdf = {https://hal.archives-ouvertes.fr/hal-01649206/file/CloHe-2017-06.pdf},
	Title = {{Mixture Models with Missing data Classication of Satellite Image Time Series}},
	Url = {https://hal.archives-ouvertes.fr/hal-01649206},
	Year = 2017,
	Bdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01649206}}



@unpublished{vb13,
	Author = {Vincent Vandewalle and Christophe Biernacki},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Note = {45{\`e}mes Journ{\'e}es de la SFDS, Toulouse},
	Title = {Mise en garde sur l'utilisation des m{\'e}langes gaussiens avec donn{\'e}es manquantes},
	Year = {2013}}



@inproceedings{vtm19,
	Author = {Vandewalle, Vincent and Ternynck, Camille and Marot, Guillemette},
	Booktitle = {IFCS 2019, Thessaloniki, Greece},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVbio},
	Title = {Linking different kinds of Omics data through a model-based clustering approach},
	Year = {2019}}



@article{vandewalle2009modeles,
	Author = {Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Monde des Util. Anal. Donn{\'e}es},
	Keyword = {VVother},
	Pages = {121--145},
	Title = {Les mod{\`e}les de m{\'e}lange, un outil utile pour la classification semi-supervis{\'e}e.},
	Volume = {40},
	Year = {2009}}



@article{marbac2016latent,
	Author = {Marbac, Matthieu and Biernacki, Christophe and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Advances in Data Analysis and Classification},
	Number = 2,
	Pages = {183--207},
	Publisher = {Springer},
	Title = {Latent class model with conditional dependency per modes to cluster categorical data},
	Volume = 10,
	Year = 2016}



@inproceedings{biernacki2011label,
	Author = {Biernacki, Christophe and Vandewalle, Vincent},
	Booktitle = {AIP Conference Proceedings},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Number = {1},
	Organization = {American Institute of Physics},
	Pages = {398--401},
	Title = {Label switching in mixtures},
	Volume = {1389},
	Year = {2011}}



@unpublished{bv11,
	Author = {Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Note = {43{\`e}mes Journ{\'e}es de la SFDS, Tunis},
	Title = {Label swicthing dans les m{\'e}langes},
	Year = {2011}}



@article{Van08,
	Author = {Vandewalle, V.},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {COMPSTAT'2010 Book of Abstracts},
	Pages = 21,
	Title = {How to Take into Account the Discrete Parameters in the BIC Criterion?},
	Year = 2010}



@article{biernacki2020gaussian,
	Abstract = {A generic method is introduced to visualize in a ``Gaussian-like way,''and onto ℝ2{\$}{$\backslash$}mathbb {\{}R{\}}\^{}{\{}2{\}}{\$}, results of Gaussian or non-Gaussian--based clustering. The key point is to explicitly force a visualization based on a spherical Gaussian mixture to inherit from the within cluster overlap that is present in the initial clustering mixture. The result is a particularly user-friendly drawing of the clusters, providing any practitioner with an overview of the potentially complex clustering result. An entropic measure provides information about the quality of the drawn overlap compared with the true one in the initial space. The proposed method is illustrated on four real data sets of different types (categorical, mixed, functional, and network) and is implemented on the r package ClusVis.},
	Author = {Biernacki, Christophe and Marbac, Matthieu and Vandewalle, Vincent},
	Da = {2020/07/11},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Doi = {10.1007/s00357-020-09369-y},
	Id = {Biernacki2020},
	Journal = {Journal of Classification},
	Title = {Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering},
	Ty = {JOUR},
	Url = {https://doi.org/10.1007/s00357-020-09369-y},
	Year = {2020},
	Bdsk-Url-1 = {https://doi.org/10.1007/s00357-020-09369-y}}



@unpublished{bvm18,
	Author = {Christophe Biernacki and Vincent Vandewalle and Matthieu Marbac},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Month = {August},
	Note = {23rd International Conference on Computational Statistics, Iasi, Romania},
	Title = {Gaussian-based visualization of {G}aussian and non-Gaussian model-based clustering},
	Year = {2018}}



@article{dewez2020industrywide,
	Author = {Dewez, Florent and Guedj, Benjamin and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Doi = {10.1017/dce.2020.12},
	Journal = {Data-Centric Engineering},
	Pages = {e11},
	Publisher = {Cambridge University Press},
	Title = {From industry-wide parameters to aircraft-centric on-flight inference: Improving aeronautics performance prediction with machine learning},
	Volume = {1},
	Year = {2020},
	Bdsk-Url-1 = {https://doi.org/10.1017/dce.2020.12}}



@phdthesis{vandewalle:tel-00447141,
	Author = {Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {tel-00447141},
	Hal_Version = {v1},
	Keywords = {mixture models ; maximum likelihood estimation ; missing data ; EM algorithm ; discriminant analysis ; semi-supervised classification ; parsimonious models ; model choice ; mod{\`e}les de m{\'e}lange ; estimation par maximum de vraisemblance ; donn{\'e}es manquantes ; algorithme EM ; analyse discriminante ; classification semi-supervis{\'e}e ; mod{\`e}les parcimonieux ; choix de mod{\`e}le},
	Month = Dec,
	Pdf = {https://tel.archives-ouvertes.fr/tel-00447141/file/These.pdf},
	School = {{Universit{\'e} des Sciences et Technologie de Lille - Lille I}},
	Title = {{Estimation et s{\'e}lection en classification semi-supervis{\'e}e}},
	Type = {Theses},
	Url = {https://tel.archives-ouvertes.fr/tel-00447141},
	Year = {2009},
	Bdsk-Url-1 = {https://tel.archives-ouvertes.fr/tel-00447141}}



@article{vandewalle2020estimating,
	Author = {Vandewalle, Vincent and Caron, Alexandre and Delettrez, Coralie and P{\'e}richon, Renaud and Pelayo, Sylvia and Duhamel, Alain and Dervaux, Benoit},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {BMC Medical Research Methodology},
	Keyword = {VVusability},
	Number = {234},
	Title = {Estimating the number of usability problems affecting medical devices: modelling the discovery matrix},
	Volume = {20},
	Year = {2020}}



@unpublished{vb17b,
	Author = {Vincent Vandewalle and C. Biernacki},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVgeneric},
	Note = {\textit{154th ICB Seminar on ``Statistics and clinical practice''} Warsaw May 11 (invit{\'e})},
	Title = {Dealing with missing data through mixture models},
	Year = {2017}}



@unpublished{vpd18,
	Author = {Vincent Vandewalle and Cristian Preda and Sophie Dabo},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVfun},
	Month = {December},
	Note = {ERCIM 2018, Pise, Italy},
	Title = {Clustering spatial functional data},
	Year = {2018}}



@incollection{dabo2018geostatistical,
	Address = {Chichester, UK},
	Author = {Vandewalle, Vincent and Preda, Cristian and Dabo, Sophie},
	Booktitle = {Geostatistical Functional Data Analysis : Theory and Methods},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Editor = {J. Mateu and R. Giraldo},
	Keyword = {VVfun},
	Note = {{ISBN:} 978-1-119-38784-8},
	Publisher = {John Wiley and Sons},
	Title = {Clustering spatial functional data},
	Year = {2020}}



@unpublished{vp16,
	Author = {Vincent Vandewalle and Cristian Preda},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVfun},
	Month = {July},
	Note = {Working Group on Model-Based Clustering Summer Session: Paris, July 17-23, 2016 Paris, France},
	Title = {Clustering categorical functional data Application to medical discharge letters Medical discharge letters},
	Year = {2016}}



@unpublished{vcp15,
	Author = {Vincent Vandewalle and Cristina Cozma and Cristian Preda},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVfun},
	Note = {8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, United Kingdom},
	Title = {Clustering categorical functional data Application to medical discharge letters},
	Year = {2015}}



@unpublished{vp17,
	Author = {Vincent Vandewalle and Cristian Preda},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVfun},
	Note = {20th conference of the society of probability and statistics of Roumania, Brasov (Roumania), April 28 (invit{\'e})},
	Title = {Clustering categorical functional data: Application to medical discharge letters},
	Year = {2017}}



@article{dhaenens2018clinmine,
	Author = {Dhaenens, Clarisse and Jacques, Julie and Vandewalle, Vincent and Vandromme, Maxence and Chazard, Emmanuel and Preda, Cristian and Amarioarei, Alexandru and Chaiwuttisak, Porpimol and Cozma, Cristina and Ficheur, Gr{\'e}goire and others},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {IRBM},
	Keyword = {VVfun},
	Number = {2},
	Pages = {83--92},
	Publisher = {Elsevier},
	Title = {ClinMine: Optimizing the management of patients in hospital},
	Volume = {39},
	Year = {2018}}



@unpublished{mbv15,
	Author = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmixed},
	Note = {46{\`e}mes Journ{\'e}es de la SFDS, Rennes},
	Title = {Classification de donn{\'e}es mixtes par un mod{\`e}le de m{\'e}lange de copules gaussiennes},
	Year = {2015}}



@article{cuvelliez2019circulating,
	Author = {Cuvelliez, Marie and Vandewalle, Vincent and Brunin, Maxime and Beseme, Olivia and Hulot, Audrey and de Groote, Pascal and Amouyel, Philippe and Bauters, Christophe and Marot, Guillemette and Pinet, Florence},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Scientific reports},
	Keyword = {VVbio},
	Number = {1},
	Pages = {1--12},
	Publisher = {Nature Publishing Group},
	Title = {Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction},
	Volume = {9},
	Year = {2019}}



@unpublished{preda:hal-02973094,
	Author = {Preda, Cristian and Grimonprez, Quentin and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-02973094},
	Hal_Version = {v1},
	Keywords = {functional data ; categorical data ; stochastic process ; multiple correspondence analysis},
	Month = oct,
	Note = {working paper or preprint},
	Pdf = {https://hal.inria.fr/hal-02973094/file/CFDA-2.pdf},
	Title = {{cfda: an R Package for Categorical Functional Data Analysis}},
	Url = {https://hal.inria.fr/hal-02973094},
	Year = 2020,
	Bdsk-Url-1 = {https://hal.inria.fr/hal-02973094}}



@inproceedings{vbcg08,
	Address = {Caserta, Italy},
	Author = {Vincent Vandewalle and Christophe Biernacki and Gilles Celeux and G{\'e}rard Govaert},
	Booktitle = {proceedings of SFC-CLADAG meeting},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVother},
	Month = {June},
	Pages = {433-436},
	Title = {Are unlabeled data useful in semi-supervised model-based classification? Combining hypothesis testing and model choice},
	Year = {2008}}



@inproceedings{vb15,
	Address = {Londres, United Kingdom},
	Author = {Vandewalle, Vincent and Biernacki, C},
	Booktitle = {{8th International Conference of the ERCIM WG on Computational and Methodological Statistics}},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-01242588},
	Hal_Version = {v1},
	Keyword = {VVgeneric},
	Month = Dec,
	Title = {{An efficient SEM algorithm for Gaussian Mixtures with missing data}},
	Url = {https://hal.inria.fr/hal-01242588},
	Year = {2015},
	Bdsk-Url-1 = {https://hal.inria.fr/hal-01242588}}



@unpublished{vm18,
	Author = {Vincent Vandewalle and Matthieu Marbac},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Keyword = {VVmulti},
	Month = {August},
	Note = {COMPSTAT 2018 - 23rd International Conference on Computational Statistics, Iasi, Romania. (invit{\'e})},
	Title = {A tractable multi-partitions clustering},
	Year = {2018}}



@article{marbac2019tractable,
	Author = {Marbac, Matthieu and Vandewalle, Vincent},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Computational Statistics \& Data Analysis},
	Pages = {167--179},
	Publisher = {Elsevier},
	Title = {A tractable multi-partitions clustering},
	Volume = {132},
	Year = {2019}}



@inproceedings{marbac:hal-01949111,
	Address = {Pise, Italy},
	Author = {Marbac, Matthieu and Biernacki, Christophe and Sedki, Mohammed and Vandewalle, Vincent},
	Booktitle = {{The 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018)}},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Hal_Id = {hal-01949111},
	Hal_Version = {v1},
	Keyword = {VVmulti},
	Month = Dec,
	Title = {{A targeted multi-partitions clustering}},
	Url = {https://hal.archives-ouvertes.fr/hal-01949111},
	Year = {2018},
	Bdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01949111}}



@article{vandewalle2013predictive,
	Author = {Vandewalle, Vincent and Biernacki, Christophe and Celeux, Gilles and Govaert, G{\'e}rard},
	Date-Added = {2021-02-05 10:50:58 +0100},
	Date-Modified = {2021-02-05 10:50:58 +0100},
	Journal = {Computational Statistics \& Data Analysis},
	Pages = {220--236},
	Publisher = {Elsevier},
	Title = {A predictive deviance criterion for selecting a generative model in semi-supervised classification},
	Volume = {64},
	Year = {2013}}

\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://github.com/vvandewa/vvandewa.github.io/raw/master/_pages/references.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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To use this list on your own web site\n      or create a new web site from it,\n      <a href=\"/network/register?next=/network/newAccountWithFile%3FfileId=\"\n      >create a free account</a>. The file will be added\n      and you will be able to edit it in the File Manager.\n      We will show you instructions once you've created your account.\n    </div>\n\n    <div class=\"alert alert-warning bibbase_msg\" id=\"bibbase_msg_mendeley1\"\n         style=\"display: none;\">\n\n      <p>To the site owner:</p>\n\n      <p><strong>Action required!</strong> Mendeley is changing its\n        API. In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-multipartitionssubspaceclustering-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Multi-Partitions Subspace Clustering.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Mathematics</i>, 8(4): 597.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-multipartitionssubspaceclustering-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-multipartitionssubspaceclustering-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{vandewalle2020multi,\n\tAuthor = {Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Mathematics},\n\tKeyword = {VVmulti},\n\tNumber = {4},\n\tPages = {597},\n\tPublisher = {Multidisciplinary Digital Publishing Institute},\n\tTitle = {Multi-Partitions Subspace Clustering},\n\tVolume = {8},\n\tYear = {2020}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"biernacki-marbac-vandewalle-gaussianbasedvisualizationofgaussianandnongaussianbasedclustering-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1007/s00357-020-09369-y\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'biernacki-marbac-vandewalle-gaussianbasedvisualizationofgaussianandnongaussianbasedclustering-2020', 'https://doi.org/10.1007/s00357-020-09369-y', event);\">\n    Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Biernacki, C.; Marbac, M.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Classification</i>.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1007/s00357-020-09369-y\"\n     onclick=\"log_download('biernacki-marbac-vandewalle-gaussianbasedvisualizationofgaussianandnongaussianbasedclustering-2020', 'https://doi.org/10.1007/s00357-020-09369-y', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s00357-020-09369-y\"\n     onclick=\"log_download('biernacki-marbac-vandewalle-gaussianbasedvisualizationofgaussianandnongaussianbasedclustering-2020', 'http://doi.org/10.1007/s00357-020-09369-y', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biernacki-marbac-vandewalle-gaussianbasedvisualizationofgaussianandnongaussianbasedclustering-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biernacki-marbac-vandewalle-gaussianbasedvisualizationofgaussianandnongaussianbasedclustering-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{biernacki2020gaussian,\n\tAbstract = {A generic method is introduced to visualize in a &#x60;&#x60;Gaussian-like way,&#x27;&#x27;and onto ℝ2{\\$}{$\\backslash$}mathbb {\\{}R{\\}}\\^{}{\\{}2{\\}}{\\$}, results of Gaussian or non-Gaussian--based clustering. The key point is to explicitly force a visualization based on a spherical Gaussian mixture to inherit from the within cluster overlap that is present in the initial clustering mixture. The result is a particularly user-friendly drawing of the clusters, providing any practitioner with an overview of the potentially complex clustering result. An entropic measure provides information about the quality of the drawn overlap compared with the true one in the initial space. The proposed method is illustrated on four real data sets of different types (categorical, mixed, functional, and network) and is implemented on the r package ClusVis.},\n\tAuthor = {Biernacki, Christophe and Marbac, Matthieu and Vandewalle, Vincent},\n\tDa = {2020/07/11},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tDoi = {10.1007/s00357-020-09369-y},\n\tId = {Biernacki2020},\n\tJournal = {Journal of Classification},\n\tTitle = {Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering},\n\tTy = {JOUR},\n\tUrl = {https://doi.org/10.1007/s00357-020-09369-y},\n\tYear = {2020},\n\tBdsk-Url-1 = {https://doi.org/10.1007/s00357-020-09369-y}}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  A generic method is introduced to visualize in a ``Gaussian-like way,''and onto ℝ2$}{$\\$}mathbb {\\{}R{\\}}^{\\{}2{\\}}{$, results of Gaussian or non-Gaussian–based clustering. The key point is to explicitly force a visualization based on a spherical Gaussian mixture to inherit from the within cluster overlap that is present in the initial clustering mixture. The result is a particularly user-friendly drawing of the clusters, providing any practitioner with an overview of the potentially complex clustering result. An entropic measure provides information about the quality of the drawn overlap compared with the true one in the initial space. The proposed method is illustrated on four real data sets of different types (categorical, mixed, functional, and network) and is implemented on the r package ClusVis.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"dewez-guedj-vandewalle-fromindustrywideparameterstoaircraftcentriconflightinferenceimprovingaeronauticsperformancepredictionwithmachinelearning-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  From industry-wide parameters to aircraft-centric on-flight inference: Improving aeronautics performance prediction with machine learning.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://fdewez.github.io/publications/\">Dewez, F.</a>; <a class=\"bibbase author link\" href=\"https://bguedj.github.io/publications/\">Guedj, B.</a>;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Data-Centric Engineering</i>, 1: e11.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1017/dce.2020.12\"\n     onclick=\"log_download('dewez-guedj-vandewalle-fromindustrywideparameterstoaircraftcentriconflightinferenceimprovingaeronauticsperformancepredictionwithmachinelearning-2020', 'http://doi.org/10.1017/dce.2020.12', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dewez-guedj-vandewalle-fromindustrywideparameterstoaircraftcentriconflightinferenceimprovingaeronauticsperformancepredictionwithmachinelearning-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>25 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dewez-guedj-vandewalle-fromindustrywideparameterstoaircraftcentriconflightinferenceimprovingaeronauticsperformancepredictionwithmachinelearning-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{dewez2020industrywide,\n\tAuthor = {Dewez, Florent and Guedj, Benjamin and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tDoi = {10.1017/dce.2020.12},\n\tJournal = {Data-Centric Engineering},\n\tPages = {e11},\n\tPublisher = {Cambridge University Press},\n\tTitle = {From industry-wide parameters to aircraft-centric on-flight inference: Improving aeronautics performance prediction with machine learning},\n\tVolume = {1},\n\tYear = {2020},\n\tBdsk-Url-1 = {https://doi.org/10.1017/dce.2020.12}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-caron-delettrez-prichon-pelayo-duhamel-dervaux-estimatingthenumberofusabilityproblemsaffectingmedicaldevicesmodellingthediscoverymatrix-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Estimating the number of usability problems affecting medical devices: modelling the discovery matrix.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Caron, A.; Delettrez, C.; Périchon, R.; Pelayo, S.; Duhamel, A.;  and Dervaux, B.\n</span>\n\n  \n\n</span>\n\n  <i>BMC Medical Research Methodology</i>, 20(234).  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-caron-delettrez-prichon-pelayo-duhamel-dervaux-estimatingthenumberofusabilityproblemsaffectingmedicaldevicesmodellingthediscoverymatrix-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-caron-delettrez-prichon-pelayo-duhamel-dervaux-estimatingthenumberofusabilityproblemsaffectingmedicaldevicesmodellingthediscoverymatrix-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{vandewalle2020estimating,\n\tAuthor = {Vandewalle, Vincent and Caron, Alexandre and Delettrez, Coralie and P{\\&#x27;e}richon, Renaud and Pelayo, Sylvia and Duhamel, Alain and Dervaux, Benoit},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {BMC Medical Research Methodology},\n\tKeyword = {VVusability},\n\tNumber = {234},\n\tTitle = {Estimating the number of usability problems affecting medical devices: modelling the discovery matrix},\n\tVolume = {20},\n\tYear = {2020}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-preda-dabo-clusteringspatialfunctionaldata-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Clustering spatial functional data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Preda, C.;  and Dabo, S.\n</span>\n\n  \n\n</span>\n\n  In Mateu, J.;  and Giraldo, R., editor(s), <i>Geostatistical Functional Data Analysis : Theory and Methods</i>. John Wiley and Sons, Chichester, UK,  2020.\n  <span class=\"note\">ISBN: 978-1-119-38784-8</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-preda-dabo-clusteringspatialfunctionaldata-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-preda-dabo-clusteringspatialfunctionaldata-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{dabo2018geostatistical,\n\tAddress = {Chichester, UK},\n\tAuthor = {Vandewalle, Vincent and Preda, Cristian and Dabo, Sophie},\n\tBooktitle = {Geostatistical Functional Data Analysis : Theory and Methods},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tEditor = {J. Mateu and R. Giraldo},\n\tKeyword = {VVfun},\n\tNote = {{ISBN:} 978-1-119-38784-8},\n\tPublisher = {John Wiley and Sons},\n\tTitle = {Clustering spatial functional data},\n\tYear = {2020}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"preda-grimonprez-vandewalle-cfdaanrpackageforcategoricalfunctionaldataanalysis-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.inria.fr/hal-02973094\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'preda-grimonprez-vandewalle-cfdaanrpackageforcategoricalfunctionaldataanalysis-2020', 'https://hal.inria.fr/hal-02973094', event);\">\n    cfda: an R Package for Categorical Functional Data Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Preda, C.; Grimonprez, Q.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  October 2020.\n  <span class=\"note\">working paper or preprint</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.inria.fr/hal-02973094\"\n     onclick=\"log_download('preda-grimonprez-vandewalle-cfdaanrpackageforcategoricalfunctionaldataanalysis-2020', 'https://hal.inria.fr/hal-02973094', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"cfda: an R Package for Categorical Functional Data Analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/preda-grimonprez-vandewalle-cfdaanrpackageforcategoricalfunctionaldataanalysis-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('preda-grimonprez-vandewalle-cfdaanrpackageforcategoricalfunctionaldataanalysis-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{preda:hal-02973094,\n\tAuthor = {Preda, Cristian and Grimonprez, Quentin and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-02973094},\n\tHal_Version = {v1},\n\tKeywords = {functional data ; categorical data ; stochastic process ; multiple correspondence analysis},\n\tMonth = oct,\n\tNote = {working paper or preprint},\n\tPdf = {https://hal.inria.fr/hal-02973094/file/CFDA-2.pdf},\n\tTitle = {{cfda: an R Package for Categorical Functional Data Analysis}},\n\tUrl = {https://hal.inria.fr/hal-02973094},\n\tYear = 2020,\n\tBdsk-Url-1 = {https://hal.inria.fr/hal-02973094}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-ternynck-marot-linkingdifferentkindsofomicsdatathroughamodelbasedclusteringapproach-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Linking different kinds of Omics data through a model-based clustering approach.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Ternynck, C.;  and Marot, G.\n</span>\n\n  \n\n</span>\n\n  In <i>IFCS 2019, Thessaloniki, Greece</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-ternynck-marot-linkingdifferentkindsofomicsdatathroughamodelbasedclusteringapproach-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-ternynck-marot-linkingdifferentkindsofomicsdatathroughamodelbasedclusteringapproach-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{vtm19,\n\tAuthor = {Vandewalle, Vincent and Ternynck, Camille and Marot, Guillemette},\n\tBooktitle = {IFCS 2019, Thessaloniki, Greece},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVbio},\n\tTitle = {Linking different kinds of Omics data through a model-based clustering approach},\n\tYear = {2019}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cuvelliez-vandewalle-brunin-beseme-hulot-degroote-amouyel-bauters-etal-circulatingproteomicsignatureofearlydeathinheartfailurepatientswithreducedejectionfraction-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Cuvelliez, M.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Brunin, M.; Beseme, O.; Hulot, A.; de Groote, P.; Amouyel, P.; Bauters, C.; Marot, G.;  and Pinet, F.\n</span>\n\n  \n\n</span>\n\n  <i>Scientific reports</i>, 9(1): 1–12.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cuvelliez-vandewalle-brunin-beseme-hulot-degroote-amouyel-bauters-etal-circulatingproteomicsignatureofearlydeathinheartfailurepatientswithreducedejectionfraction-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cuvelliez-vandewalle-brunin-beseme-hulot-degroote-amouyel-bauters-etal-circulatingproteomicsignatureofearlydeathinheartfailurepatientswithreducedejectionfraction-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{cuvelliez2019circulating,\n\tAuthor = {Cuvelliez, Marie and Vandewalle, Vincent and Brunin, Maxime and Beseme, Olivia and Hulot, Audrey and de Groote, Pascal and Amouyel, Philippe and Bauters, Christophe and Marot, Guillemette and Pinet, Florence},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Scientific reports},\n\tKeyword = {VVbio},\n\tNumber = {1},\n\tPages = {1--12},\n\tPublisher = {Nature Publishing Group},\n\tTitle = {Circulating proteomic signature of early death in heart failure patients with reduced ejection fraction},\n\tVolume = {9},\n\tYear = {2019}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-vandewalle-atractablemultipartitionsclustering-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A tractable multi-partitions clustering.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Computational Statistics & Data Analysis</i>, 132: 167–179.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-vandewalle-atractablemultipartitionsclustering-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-vandewalle-atractablemultipartitionsclustering-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{marbac2019tractable,\n\tAuthor = {Marbac, Matthieu and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Computational Statistics \\&amp; Data Analysis},\n\tPages = {167--179},\n\tPublisher = {Elsevier},\n\tTitle = {A tractable multi-partitions clustering},\n\tVolume = {132},\n\tYear = {2019}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ehrhardt-vandewalle-biernacki-heinrich-supervisedmultivariatediscretizationandlevelsmergingforlogisticregression-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01949128\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ehrhardt-vandewalle-biernacki-heinrich-supervisedmultivariatediscretizationandlevelsmergingforlogisticregression-2018', 'https://hal.archives-ouvertes.fr/hal-01949128', event);\">\n    Supervised multivariate discretization and levels merging for logistic regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ehrhardt, A.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Biernacki, C.;  and Heinrich, P.\n</span>\n\n  \n\n</span>\n\n  In <i>23rd International Conference on Computational Statistics</i>, Iasi, Romania, August 2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01949128\"\n     onclick=\"log_download('ehrhardt-vandewalle-biernacki-heinrich-supervisedmultivariatediscretizationandlevelsmergingforlogisticregression-2018', 'https://hal.archives-ouvertes.fr/hal-01949128', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Supervised multivariate discretization and levels merging for logistic regression [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ehrhardt-vandewalle-biernacki-heinrich-supervisedmultivariatediscretizationandlevelsmergingforlogisticregression-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ehrhardt-vandewalle-biernacki-heinrich-supervisedmultivariatediscretizationandlevelsmergingforlogisticregression-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ehrhardt:hal-01949128,\n\tAddress = {Iasi, Romania},\n\tAuthor = {Ehrhardt, Adrien and Vandewalle, Vincent and Biernacki, Christophe and Heinrich, Philippe},\n\tBooktitle = {{23rd International Conference on Computational Statistics}},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-01949128},\n\tHal_Version = {v1},\n\tKeyword = {VVcredit},\n\tMonth = Aug,\n\tTitle = {{Supervised multivariate discretization and levels merging for logistic regression}},\n\tUrl = {https://hal.archives-ouvertes.fr/hal-01949128},\n\tYear = {2018},\n\tBdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01949128}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"biernacki-vandewalle-marbac-gaussianbasedvisualizationofgaussianandnongaussianmodelbasedclustering-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Gaussian-based visualization of Gaussian and non-Gaussian model-based clustering.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Biernacki, C.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Marbac, M.\n</span>\n\n  \n\n</span>\n\n  August 2018.\n  <span class=\"note\">23rd International Conference on Computational Statistics, Iasi, Romania</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biernacki-vandewalle-marbac-gaussianbasedvisualizationofgaussianandnongaussianmodelbasedclustering-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biernacki-vandewalle-marbac-gaussianbasedvisualizationofgaussianandnongaussianmodelbasedclustering-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{bvm18,\n\tAuthor = {Christophe Biernacki and Vincent Vandewalle and Matthieu Marbac},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tMonth = {August},\n\tNote = {23rd International Conference on Computational Statistics, Iasi, Romania},\n\tTitle = {Gaussian-based visualization of {G}aussian and non-Gaussian model-based clustering},\n\tYear = {2018}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-preda-dabo-clusteringspatialfunctionaldata-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Clustering spatial functional data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Preda, C.;  and Dabo, S.\n</span>\n\n  \n\n</span>\n\n  December 2018.\n  <span class=\"note\">ERCIM 2018, Pise, Italy</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-preda-dabo-clusteringspatialfunctionaldata-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-preda-dabo-clusteringspatialfunctionaldata-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vpd18,\n\tAuthor = {Vincent Vandewalle and Cristian Preda and Sophie Dabo},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVfun},\n\tMonth = {December},\n\tNote = {ERCIM 2018, Pise, Italy},\n\tTitle = {Clustering spatial functional data},\n\tYear = {2018}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"dhaenens-jacques-vandewalle-vandromme-chazard-preda-amarioarei-chaiwuttisak-etal-clinmineoptimizingthemanagementofpatientsinhospital-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  ClinMine: Optimizing the management of patients in hospital.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Dhaenens, C.; Jacques, J.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Vandromme, M.; Chazard, E.; Preda, C.; Amarioarei, A.; Chaiwuttisak, P.; Cozma, C.; Ficheur, G.;  and others\n</span>\n\n  \n\n</span>\n\n  <i>IRBM</i>, 39(2): 83–92.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/dhaenens-jacques-vandewalle-vandromme-chazard-preda-amarioarei-chaiwuttisak-etal-clinmineoptimizingthemanagementofpatientsinhospital-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('dhaenens-jacques-vandewalle-vandromme-chazard-preda-amarioarei-chaiwuttisak-etal-clinmineoptimizingthemanagementofpatientsinhospital-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{dhaenens2018clinmine,\n\tAuthor = {Dhaenens, Clarisse and Jacques, Julie and Vandewalle, Vincent and Vandromme, Maxence and Chazard, Emmanuel and Preda, Cristian and Amarioarei, Alexandru and Chaiwuttisak, Porpimol and Cozma, Cristina and Ficheur, Gr{\\&#x27;e}goire and others},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {IRBM},\n\tKeyword = {VVfun},\n\tNumber = {2},\n\tPages = {83--92},\n\tPublisher = {Elsevier},\n\tTitle = {ClinMine: Optimizing the management of patients in hospital},\n\tVolume = {39},\n\tYear = {2018}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-marbac-atractablemultipartitionsclustering-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A tractable multi-partitions clustering.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Marbac, M.\n</span>\n\n  \n\n</span>\n\n  August 2018.\n  <span class=\"note\">COMPSTAT 2018 - 23rd International Conference on Computational Statistics, Iasi, Romania. (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-marbac-atractablemultipartitionsclustering-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-marbac-atractablemultipartitionsclustering-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vm18,\n\tAuthor = {Vincent Vandewalle and Matthieu Marbac},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmulti},\n\tMonth = {August},\n\tNote = {COMPSTAT 2018 - 23rd International Conference on Computational Statistics, Iasi, Romania. (invit{\\&#x27;e})},\n\tTitle = {A tractable multi-partitions clustering},\n\tYear = {2018}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-sedki-vandewalle-atargetedmultipartitionsclustering-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01949111\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'marbac-biernacki-sedki-vandewalle-atargetedmultipartitionsclustering-2018', 'https://hal.archives-ouvertes.fr/hal-01949111', event);\">\n    A targeted multi-partitions clustering.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.; Sedki, M.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>The 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018)</i>, Pise, Italy, December 2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01949111\"\n     onclick=\"log_download('marbac-biernacki-sedki-vandewalle-atargetedmultipartitionsclustering-2018', 'https://hal.archives-ouvertes.fr/hal-01949111', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A targeted multi-partitions clustering [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-sedki-vandewalle-atargetedmultipartitionsclustering-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-sedki-vandewalle-atargetedmultipartitionsclustering-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{marbac:hal-01949111,\n\tAddress = {Pise, Italy},\n\tAuthor = {Marbac, Matthieu and Biernacki, Christophe and Sedki, Mohammed and Vandewalle, Vincent},\n\tBooktitle = {{The 11th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018)}},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-01949111},\n\tHal_Version = {v1},\n\tKeyword = {VVmulti},\n\tMonth = Dec,\n\tTitle = {{A targeted multi-partitions clustering}},\n\tUrl = {https://hal.archives-ouvertes.fr/hal-01949111},\n\tYear = {2018},\n\tBdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01949111}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-biernacki-survivalanalysiswithcomplexcovariatesamodelbasedclusteringpreprocessingstep-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Survival analysis with complex covariates: a model-based clustering preprocessing step.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Biernacki, C.\n</span>\n\n  \n\n</span>\n\n   2017.\n  <span class=\"note\">IEEE PHM, Dallas June 19th (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-biernacki-survivalanalysiswithcomplexcovariatesamodelbasedclusteringpreprocessingstep-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-biernacki-survivalanalysiswithcomplexcovariatesamodelbasedclusteringpreprocessingstep-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vb17,\n\tAuthor = {Vincent Vandewalle and Chrisophe Biernacki},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNote = {IEEE PHM, Dallas June 19th (invit{\\&#x27;e})},\n\tTitle = {Survival analysis with complex covariates: a model-based clustering preprocessing step},\n\tYear = {2017}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-simultaneousdimensionreductionandmultiobjectiveclustering-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Simultaneous dimension reduction and multi-objective clustering.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2017.\n  <span class=\"note\">IFCS Meeting, Tokyo, August 8th (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-simultaneousdimensionreductionandmultiobjectiveclustering-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-simultaneousdimensionreductionandmultiobjectiveclustering-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{v17,\n\tAuthor = {Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmulti},\n\tNote = {IFCS Meeting, Tokyo, August 8th (invit{\\&#x27;e})},\n\tTitle = {Simultaneous dimension reduction and multi-objective clustering},\n\tYear = {2017}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-mottet-marbac-modelbasedvariableclustering-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Model-based variable clustering.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Mottet, T.;  and Marbac, M.\n</span>\n\n  \n\n</span>\n\n  December 2017.\n  <span class=\"note\">CMStatistics/ERCIM 2017 - 10th International Conference of the ERCIM WG on Computational and Methodological Statistics, London, United Kingdom. (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-mottet-marbac-modelbasedvariableclustering-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-mottet-marbac-modelbasedvariableclustering-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vmm17,\n\tAuthor = {Vincent Vandewalle and Thierry Mottet and Matthieu Marbac},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmulti},\n\tMonth = {December},\n\tNote = {CMStatistics/ERCIM 2017 - 10th International Conference of the ERCIM WG on Computational and Methodological Statistics, London, United Kingdom. (invit{\\&#x27;e})},\n\tTitle = {Model-based variable clustering},\n\tYear = {2017}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ehrhardt-biernacki-vandewalle-heinrich-modelbasedmultivariatediscretizationforlogisticregression-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-02075126\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ehrhardt-biernacki-vandewalle-heinrich-modelbasedmultivariatediscretizationforlogisticregression-2017', 'https://hal.archives-ouvertes.fr/hal-02075126', event);\">\n    Model-based multivariate discretization for logistic regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ehrhardt, A.; Biernacki, C.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Heinrich, P.\n</span>\n\n  \n\n</span>\n\n  Data Science Summer School, August 2017.\n  <span class=\"note\">Poster</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-02075126\"\n     onclick=\"log_download('ehrhardt-biernacki-vandewalle-heinrich-modelbasedmultivariatediscretizationforlogisticregression-2017', 'https://hal.archives-ouvertes.fr/hal-02075126', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Model-based multivariate discretization for logistic regression [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ehrhardt-biernacki-vandewalle-heinrich-modelbasedmultivariatediscretizationforlogisticregression-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ehrhardt-biernacki-vandewalle-heinrich-modelbasedmultivariatediscretizationforlogisticregression-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@misc{ehrhardt:hal-02075126,\n\tAuthor = {Ehrhardt, Adrien and Biernacki, Christophe and Vandewalle, Vincent and Heinrich, Philippe},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-02075126},\n\tHal_Version = {v1},\n\tHowpublished = {{Data Science Summer School}},\n\tKeyword = {VVcredit},\n\tKeywords = {discretization ; quantization ; grouping ; logistic regression ; preprocessing ; credit scoring ; discr{\\&#x27;e}tisation ; regroupement ; r{\\&#x27;e}gression logistique ; scoring ; risque de cr{\\&#x27;e}dit},\n\tMonth = Aug,\n\tNote = {Poster},\n\tTitle = {{Model-based multivariate discretization for logistic regression}},\n\tUrl = {https://hal.archives-ouvertes.fr/hal-02075126},\n\tYear = {2017},\n\tBdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-02075126}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modelbasedclusteringofgaussiancopulasformixeddata-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Model-based clustering of Gaussian copulas for mixed data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Communications in Statistics - Theory and Methods</i>, 46(23): 11635–11656.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modelbasedclusteringofgaussiancopulasformixeddata-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modelbasedclusteringofgaussiancopulasformixeddata-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{marbac2017model,\n\tAuthor = {Marbac, Matthieu and Biernacki, Christophe and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Communications in Statistics - Theory and Methods},\n\tNumber = 23,\n\tPages = {11635--11656},\n\tPublisher = {Taylor &amp; Francis},\n\tTitle = {Model-based clustering of Gaussian copulas for mixed data},\n\tVolume = 46,\n\tYear = 2017}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"iovleff-fauvel-girard-preda-vandewalle-mixturemodelswithmissingdataclassicationofsatelliteimagetimeseries-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01649206\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'iovleff-fauvel-girard-preda-vandewalle-mixturemodelswithmissingdataclassicationofsatelliteimagetimeseries-2017', 'https://hal.archives-ouvertes.fr/hal-01649206', event);\">\n    Mixture Models with Missing data Classication of Satellite Image Time Series.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Iovleff, S.; Fauvel, M.; Girard, S.; Preda, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Journées Science des Données MaDICS 2017</i>, pages 1–60, Marseille, France, June 2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01649206\"\n     onclick=\"log_download('iovleff-fauvel-girard-preda-vandewalle-mixturemodelswithmissingdataclassicationofsatelliteimagetimeseries-2017', 'https://hal.archives-ouvertes.fr/hal-01649206', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Mixture Models with Missing data Classication of Satellite Image Time Series [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/iovleff-fauvel-girard-preda-vandewalle-mixturemodelswithmissingdataclassicationofsatelliteimagetimeseries-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('iovleff-fauvel-girard-preda-vandewalle-mixturemodelswithmissingdataclassicationofsatelliteimagetimeseries-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{iovleff:hal-01649206,\n\tAddress = {Marseille, France},\n\tAuthor = {Iovleff, Serge and Fauvel, Mathieu and Girard, Stephane and Preda, Cristian and Vandewalle, Vincent},\n\tBooktitle = {{Journ{\\&#x27;e}es Science des Donn{\\&#x27;e}es MaDICS 2017}},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-01649206},\n\tHal_Version = {v1},\n\tMonth = jun,\n\tPages = {1--60},\n\tPdf = {https://hal.archives-ouvertes.fr/hal-01649206/file/CloHe-2017-06.pdf},\n\tTitle = {{Mixture Models with Missing data Classication of Satellite Image Time Series}},\n\tUrl = {https://hal.archives-ouvertes.fr/hal-01649206},\n\tYear = 2017,\n\tBdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01649206}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-biernacki-dealingwithmissingdatathroughmixturemodels-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Dealing with missing data through mixture models.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Biernacki, C.\n</span>\n\n  \n\n</span>\n\n   2017.\n  <span class=\"note\"><i>154th ICB Seminar on ``Statistics and clinical practice''</i> Warsaw May 11 (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-biernacki-dealingwithmissingdatathroughmixturemodels-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-biernacki-dealingwithmissingdatathroughmixturemodels-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vb17b,\n\tAuthor = {Vincent Vandewalle and C. Biernacki},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNote = {\\textit{154th ICB Seminar on &#x60;&#x60;Statistics and clinical practice&#x27;&#x27;} Warsaw May 11 (invit{\\&#x27;e})},\n\tTitle = {Dealing with missing data through mixture models},\n\tYear = {2017}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargeletters-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Clustering categorical functional data: Application to medical discharge letters.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Preda, C.\n</span>\n\n  \n\n</span>\n\n   2017.\n  <span class=\"note\">20th conference of the society of probability and statistics of Roumania, Brasov (Roumania), April 28 (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargeletters-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargeletters-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vp17,\n\tAuthor = {Vincent Vandewalle and Cristian Preda},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVfun},\n\tNote = {20th conference of the society of probability and statistics of Roumania, Brasov (Roumania), April 28 (invit{\\&#x27;e})},\n\tTitle = {Clustering categorical functional data: Application to medical discharge letters},\n\tYear = {2017}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-simultaneousdimensionreductionandmultiobjectiveclusteringusingprobabilisticfactorialdiscriminantanalysis-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Simultaneous dimension reduction and multi-objective clustering using probabilistic factorial discriminant analysis.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  December 2016.\n  <span class=\"note\">CMStatistics 2016 Sevilla, Spain. (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-simultaneousdimensionreductionandmultiobjectiveclusteringusingprobabilisticfactorialdiscriminantanalysis-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-simultaneousdimensionreductionandmultiobjectiveclusteringusingprobabilisticfactorialdiscriminantanalysis-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{v16,\n\tAuthor = {Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tMonth = {December},\n\tNote = {CMStatistics 2016 Sevilla, Spain. (invit{\\&#x27;e})},\n\tTitle = {Simultaneous dimension reduction and multi-objective clustering using probabilistic factorial discriminant analysis},\n\tYear = {2016}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"biernacki-castellan-chretien-guedj-vandewalle-pitfallsinmixturesfromtheclusteringangle-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01419755\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'biernacki-castellan-chretien-guedj-vandewalle-pitfallsinmixturesfromtheclusteringangle-2016', 'https://hal.archives-ouvertes.fr/hal-01419755', event);\">\n    Pitfalls in Mixtures from the Clustering Angle.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Biernacki, C.; Castellan, G.; Chretien, S.; Guedj, B.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Working Group on Model-Based Clustering Summer Session</i>, Paris, France, July 2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.archives-ouvertes.fr/hal-01419755\"\n     onclick=\"log_download('biernacki-castellan-chretien-guedj-vandewalle-pitfallsinmixturesfromtheclusteringangle-2016', 'https://hal.archives-ouvertes.fr/hal-01419755', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Pitfalls in Mixtures from the Clustering Angle [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biernacki-castellan-chretien-guedj-vandewalle-pitfallsinmixturesfromtheclusteringangle-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biernacki-castellan-chretien-guedj-vandewalle-pitfallsinmixturesfromtheclusteringangle-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{biernacki:hal-01419755,\n\tAddress = {Paris, France},\n\tAuthor = {Biernacki, Christophe and Castellan, Gwenaelle and Chretien, Stephane and Guedj, Benjamin and Vandewalle, Vincent},\n\tBooktitle = {{Working Group on Model-Based Clustering Summer Session}},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-01419755},\n\tHal_Version = {v1},\n\tKeywords = {Model-based clustering ; Label switching ; Spurious attractors ; Degeneracy},\n\tMonth = Jul,\n\tTitle = {{Pitfalls in Mixtures from the Clustering Angle}},\n\tUrl = {https://hal.archives-ouvertes.fr/hal-01419755},\n\tYear = {2016},\n\tBdsk-Url-1 = {https://hal.archives-ouvertes.fr/hal-01419755}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-latentclassmodelwithconditionaldependencypermodestoclustercategoricaldata-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Latent class model with conditional dependency per modes to cluster categorical data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Advances in Data Analysis and Classification</i>, 10(2): 183–207.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-latentclassmodelwithconditionaldependencypermodestoclustercategoricaldata-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-latentclassmodelwithconditionaldependencypermodestoclustercategoricaldata-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{marbac2016latent,\n\tAuthor = {Marbac, Matthieu and Biernacki, Christophe and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Advances in Data Analysis and Classification},\n\tNumber = 2,\n\tPages = {183--207},\n\tPublisher = {Springer},\n\tTitle = {Latent class model with conditional dependency per modes to cluster categorical data},\n\tVolume = 10,\n\tYear = 2016}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargelettersmedicaldischargeletters-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Clustering categorical functional data Application to medical discharge letters Medical discharge letters.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Preda, C.\n</span>\n\n  \n\n</span>\n\n  July 2016.\n  <span class=\"note\">Working Group on Model-Based Clustering Summer Session: Paris, July 17-23, 2016 Paris, France</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargelettersmedicaldischargeletters-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargelettersmedicaldischargeletters-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vp16,\n\tAuthor = {Vincent Vandewalle and Cristian Preda},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVfun},\n\tMonth = {July},\n\tNote = {Working Group on Model-Based Clustering Summer Session: Paris, July 17-23, 2016 Paris, France},\n\tTitle = {Clustering categorical functional data Application to medical discharge letters Medical discharge letters},\n\tYear = {2016}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (5)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modelbasedclusteringofcategoricaldatabyrelaxingconditionalindependence-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Model-based clustering of categorical data by relaxing conditional independence.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  June 2015.\n  <span class=\"note\">Classification Society Meeting, Hamilton, Ontario, Canada (invité)</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modelbasedclusteringofcategoricaldatabyrelaxingconditionalindependence-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modelbasedclusteringofcategoricaldatabyrelaxingconditionalindependence-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{mbv15b,\n\tAuthor = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tMonth = {June},\n\tNote = {Classification Society Meeting, Hamilton, Ontario, Canada (invit{\\&#x27;e})},\n\tTitle = {Model-based clustering of categorical data by relaxing conditional independence.},\n\tYear = {2015}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modelbasedclusteringforconditionallycorrelatedcategoricaldata-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Model-based clustering for conditionally correlated categorical data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Journal of Classification</i>, 32(2): 145–175.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modelbasedclusteringforconditionallycorrelatedcategoricaldata-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modelbasedclusteringforconditionallycorrelatedcategoricaldata-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{marbac2015model,\n\tAuthor = {Marbac, Matthieu and Biernacki, Christophe and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Journal of Classification},\n\tKeyword = {VVmixed},\n\tNumber = {2},\n\tPages = {145--175},\n\tPublisher = {Springer},\n\tTitle = {Model-based clustering for conditionally correlated categorical data},\n\tVolume = {32},\n\tYear = {2015}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-cozma-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargeletters-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Clustering categorical functional data Application to medical discharge letters.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Cozma, C.;  and Preda, C.\n</span>\n\n  \n\n</span>\n\n   2015.\n  <span class=\"note\">8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, United Kingdom</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-cozma-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargeletters-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-cozma-preda-clusteringcategoricalfunctionaldataapplicationtomedicaldischargeletters-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vcp15,\n\tAuthor = {Vincent Vandewalle and Cristina Cozma and Cristian Preda},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVfun},\n\tNote = {8th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2015, Londres, United Kingdom},\n\tTitle = {Clustering categorical functional data Application to medical discharge letters},\n\tYear = {2015}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-classificationdedonnesmixtesparunmodledemlangedecopulesgaussiennes-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Classification de données mixtes par un modèle de mélange de copules gaussiennes.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2015.\n  <span class=\"note\">46èmes Journées de la SFDS, Rennes</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-classificationdedonnesmixtesparunmodledemlangedecopulesgaussiennes-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-classificationdedonnesmixtesparunmodledemlangedecopulesgaussiennes-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{mbv15,\n\tAuthor = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tNote = {46{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Rennes},\n\tTitle = {Classification de donn{\\&#x27;e}es mixtes par un mod{\\&#x60;e}le de m{\\&#x27;e}lange de copules gaussiennes},\n\tYear = {2015}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-biernacki-anefficientsemalgorithmforgaussianmixtureswithmissingdata-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://hal.inria.fr/hal-01242588\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vandewalle-biernacki-anefficientsemalgorithmforgaussianmixtureswithmissingdata-2015', 'https://hal.inria.fr/hal-01242588', event);\">\n    An efficient SEM algorithm for Gaussian Mixtures with missing data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Biernacki, C\n</span>\n\n  \n\n</span>\n\n  In <i>8th International Conference of the ERCIM WG on Computational and Methodological Statistics</i>, Londres, United Kingdom, December 2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://hal.inria.fr/hal-01242588\"\n     onclick=\"log_download('vandewalle-biernacki-anefficientsemalgorithmforgaussianmixtureswithmissingdata-2015', 'https://hal.inria.fr/hal-01242588', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"An efficient SEM algorithm for Gaussian Mixtures with missing data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-biernacki-anefficientsemalgorithmforgaussianmixtureswithmissingdata-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-biernacki-anefficientsemalgorithmforgaussianmixtureswithmissingdata-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{vb15,\n\tAddress = {Londres, United Kingdom},\n\tAuthor = {Vandewalle, Vincent and Biernacki, C},\n\tBooktitle = {{8th International Conference of the ERCIM WG on Computational and Methodological Statistics}},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {hal-01242588},\n\tHal_Version = {v1},\n\tKeyword = {VVgeneric},\n\tMonth = Dec,\n\tTitle = {{An efficient SEM algorithm for Gaussian Mixtures with missing data}},\n\tUrl = {https://hal.inria.fr/hal-01242588},\n\tYear = {2015},\n\tBdsk-Url-1 = {https://hal.inria.fr/hal-01242588}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"iovleff-biernacki-vandewalle-visualisationdesmodlesdemlange-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Visualisation des Modèles de Mélange.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Iovleff, S.; Biernacki, C.;  and Vandewalle., V.\n</span>\n\n  \n\n</span>\n\n   2014.\n  <span class=\"note\">Big Data Mining and Visualization, Journées communes aux Groupes de Travail EGC et AFIHM, Lille</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/iovleff-biernacki-vandewalle-visualisationdesmodlesdemlange-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('iovleff-biernacki-vandewalle-visualisationdesmodlesdemlange-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{ibv14,\n\tAuthor = {Serge Iovleff and Christophe Biernacki and Vincent Vandewalle.},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNote = {Big Data Mining and Visualization, Journ{\\&#x27;e}es communes aux Groupes de Travail EGC et AFIHM, Lille},\n\tTitle = {Visualisation des Mod{\\&#x60;e}les de M{\\&#x27;e}lange},\n\tYear = {2014}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"letu-gabriel-vandewalle-tablerondestidgroupeenseignementdelastatistiquedelasfdscommentsappuyersurnosrseauxdancienstudiantspourmieuxpromouvoirnosformationsenstatistique-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Table ronde STID-groupe Enseignement de la statistique de la SFdS : comment s'appuyer sur nos réseaux d'anciens étudiants pour mieux promouvoir nos formations en statistique.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Letué, F.; Gabriel, E.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2014.\n  <span class=\"note\">46èmes Journées de la SFDS, Rennes</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/letu-gabriel-vandewalle-tablerondestidgroupeenseignementdelastatistiquedelasfdscommentsappuyersurnosrseauxdancienstudiantspourmieuxpromouvoirnosformationsenstatistique-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('letu-gabriel-vandewalle-tablerondestidgroupeenseignementdelastatistiquedelasfdscommentsappuyersurnosrseauxdancienstudiantspourmieuxpromouvoirnosformationsenstatistique-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{lgv,\n\tAuthor = {Fr{\\&#x27;e}d{\\&#x27;e}rique Letu{\\&#x27;e} and Edith Gabriel and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVother},\n\tNote = {46{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Rennes},\n\tTitle = {Table ronde STID-groupe Enseignement de la statistique de la SFdS : comment s&#x27;appuyer sur nos r{\\&#x27;e}seaux d&#x27;anciens {\\&#x27;e}tudiants pour mieux promouvoir nos formations en statistique},\n\tYear = {2014}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modelbasedclusteringofgaussiancopulasformixeddata-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Model-based clustering of Gaussian copulas for mixed data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2014.\n  <span class=\"note\">Working meeting ``Handling categorical and continuous data\" of GdR MASCOT-NUM. IHP, Paris</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modelbasedclusteringofgaussiancopulasformixeddata-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modelbasedclusteringofgaussiancopulasformixeddata-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{mbv14b,\n\tAuthor = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tNote = {Working meeting &#x60;&#x60;Handling categorical and continuous data&quot; of GdR MASCOT-NUM. IHP, Paris},\n\tTitle = {Model-based clustering of {G}aussian copulas for mixed data},\n\tYear = {2014}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"eirola-lendasse-vandewalle-biernacki-mixtureofgaussiansfordistanceestimationwithmissingdata-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Mixture of Gaussians for distance estimation with missing data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Eirola, E.; Lendasse, A.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Biernacki, C.\n</span>\n\n  \n\n</span>\n\n  <i>Neurocomputing</i>, 131: 32–42.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/eirola-lendasse-vandewalle-biernacki-mixtureofgaussiansfordistanceestimationwithmissingdata-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('eirola-lendasse-vandewalle-biernacki-mixtureofgaussiansfordistanceestimationwithmissingdata-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{eirola2014mixture,\n\tAuthor = {Eirola, Emil and Lendasse, Amaury and Vandewalle, Vincent and Biernacki, Christophe},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Neurocomputing},\n\tKeyword = {VVgeneric},\n\tPages = {32--42},\n\tPublisher = {Elsevier},\n\tTitle = {Mixture of Gaussians for distance estimation with missing data},\n\tVolume = {131},\n\tYear = {2014}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (6)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-quelestlebagagestatistiquedenosfuturstudiants-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Quel est le bagage statistique de nos futurs étudiants ?.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2013.\n  <span class=\"note\">45èmes Journées de la SFDS, Toulouse</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-quelestlebagagestatistiquedenosfuturstudiants-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-quelestlebagagestatistiquedenosfuturstudiants-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{v13,\n\tAuthor = {Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVother},\n\tNote = {45{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Toulouse},\n\tTitle = {Quel est le bagage statistique de nos futurs {\\&#x27;e}tudiants ?},\n\tYear = {2013}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modledemlangedecopulesgaussiennespourlaclassificationdedonneshtrognes-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Modèle de mélange de copules Gaussiennes pour la classification de données hétérogènes.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2013.\n  <span class=\"note\">5èmes Rencontres des Jeunes Statisticien-ne-s, Aussois</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modledemlangedecopulesgaussiennespourlaclassificationdedonneshtrognes-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modledemlangedecopulesgaussiennespourlaclassificationdedonneshtrognes-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{mbv13b,\n\tAuthor = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tNote = {5{\\&#x60;e}mes Rencontres des Jeunes Statisticien-ne-s, Aussois},\n\tTitle = {Mod{\\&#x60;e}le de m{\\&#x27;e}lange de copules Gaussiennes pour la classification de donn{\\&#x27;e}es h{\\&#x27;e}t{\\&#x27;e}rog{\\&#x60;e}nes},\n\tYear = {2013}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modledeclassificationdedonnesqualitativesparmodesdedpendanceconditionellementcorrls-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Modèle de classification de données qualitatives par modes de dépendance conditionellement corrélés.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2013.\n  <span class=\"note\">45èmes Journées de la SFDS, Toulouse</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modledeclassificationdedonnesqualitativesparmodesdedpendanceconditionellementcorrls-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modledeclassificationdedonnesqualitativesparmodesdedpendanceconditionellementcorrls-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{mbv13,\n\tAuthor = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tNote = {45{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Toulouse},\n\tTitle = {Mod{\\&#x60;e}le de classification de donn{\\&#x27;e}es qualitatives par modes de d{\\&#x27;e}pendance conditionellement corr{\\&#x27;e}l{\\&#x27;e}s},\n\tYear = {2013}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modelbasedclusteringforconditionallycorrelatedcategoricaldata-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Model-based clustering for conditionally correlated categorical data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  Technical Report RR-8232, INRIA,  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modelbasedclusteringforconditionallycorrelatedcategoricaldata-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modelbasedclusteringforconditionallycorrelatedcategoricaldata-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@techreport{Mar13,\n\tAuthor = {Marbac, M. and Biernacki, C. and Vandewalle, V.},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tInstitution = {INRIA},\n\tNumber = {RR-8232},\n\tPages = 34,\n\tTitle = {{Model-based clustering for conditionally correlated categorical data}},\n\tType = {Rapport de recherche},\n\tYear = 2013}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-biernacki-miseengardesurlutilisationdesmlangesgaussiensavecdonnesmanquantes-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Mise en garde sur l'utilisation des mélanges gaussiens avec données manquantes.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Biernacki, C.\n</span>\n\n  \n\n</span>\n\n   2013.\n  <span class=\"note\">45èmes Journées de la SFDS, Toulouse</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-biernacki-miseengardesurlutilisationdesmlangesgaussiensavecdonnesmanquantes-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-biernacki-miseengardesurlutilisationdesmlangesgaussiensavecdonnesmanquantes-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{vb13,\n\tAuthor = {Vincent Vandewalle and Christophe Biernacki},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNote = {45{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Toulouse},\n\tTitle = {Mise en garde sur l&#x27;utilisation des m{\\&#x27;e}langes gaussiens avec donn{\\&#x27;e}es manquantes},\n\tYear = {2013}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-biernacki-celeux-govaert-apredictivedeviancecriterionforselectingagenerativemodelinsemisupervisedclassification-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A predictive deviance criterion for selecting a generative model in semi-supervised classification.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Biernacki, C.; Celeux, G.;  and Govaert, G.\n</span>\n\n  \n\n</span>\n\n  <i>Computational Statistics & Data Analysis</i>, 64: 220–236.  2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-biernacki-celeux-govaert-apredictivedeviancecriterionforselectingagenerativemodelinsemisupervisedclassification-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-biernacki-celeux-govaert-apredictivedeviancecriterionforselectingagenerativemodelinsemisupervisedclassification-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{vandewalle2013predictive,\n\tAuthor = {Vandewalle, Vincent and Biernacki, Christophe and Celeux, Gilles and Govaert, G{\\&#x27;e}rard},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Computational Statistics \\&amp; Data Analysis},\n\tPages = {220--236},\n\tPublisher = {Elsevier},\n\tTitle = {A predictive deviance criterion for selecting a generative model in semi-supervised classification},\n\tVolume = {64},\n\tYear = {2013}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"marbac-biernacki-vandewalle-modledemlangepourclassifierdesdonnesqualitativesconditionnellementcorrles-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Modèle de mélange pour classifier des données qualitatives conditionnellement corrélées.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Marbac, M.; Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2012.\n  <span class=\"note\">44èmes Journées de la SFDS, Bruxelles</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/marbac-biernacki-vandewalle-modledemlangepourclassifierdesdonnesqualitativesconditionnellementcorrles-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('marbac-biernacki-vandewalle-modledemlangepourclassifierdesdonnesqualitativesconditionnellementcorrles-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{mbv12,\n\tAuthor = {Matthieu Marbac and Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVmixed},\n\tNote = {44{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Bruxelles},\n\tTitle = {Mod{\\&#x60;e}le de m{\\&#x27;e}lange pour classifier des donn{\\&#x27;e}es qualitatives conditionnellement corr{\\&#x27;e}l{\\&#x27;e}es},\n\tYear = {2012}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"eirola-lendasse-vandewalle-biernacki-mixtureofgaussiansfordistancesestimationswithmissingdata-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Mixture of Gaussians for Distances Estimations with Missing Data.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Eirola, E.; Lendasse, A.; <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>;  and Biernacki, C.\n</span>\n\n  \n\n</span>\n\n   2012.\n  <span class=\"note\">Workshop New Challenges in Neural Computation</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/eirola-lendasse-vandewalle-biernacki-mixtureofgaussiansfordistancesestimationswithmissingdata-2012\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('eirola-lendasse-vandewalle-biernacki-mixtureofgaussiansfordistancesestimationswithmissingdata-2012')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{elvb12,\n\tAuthor = {Emil Eirola and Amaury Lendasse and Vincent Vandewalle and Christophe Biernacki},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNote = {Workshop New Challenges in Neural Computation},\n\tTitle = {Mixture of Gaussians for Distances Estimations with Missing Data},\n\tYear = {2012}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"biernacki-vandewalle-labelswitchinginmixtures-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Label switching in mixtures.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>AIP Conference Proceedings</i>, volume 1389, pages 398–401,  2011. American Institute of Physics\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biernacki-vandewalle-labelswitchinginmixtures-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biernacki-vandewalle-labelswitchinginmixtures-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{biernacki2011label,\n\tAuthor = {Biernacki, Christophe and Vandewalle, Vincent},\n\tBooktitle = {AIP Conference Proceedings},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNumber = {1},\n\tOrganization = {American Institute of Physics},\n\tPages = {398--401},\n\tTitle = {Label switching in mixtures},\n\tVolume = {1389},\n\tYear = {2011}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"biernacki-vandewalle-labelswicthingdanslesmlanges-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Label swicthing dans les mélanges.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Biernacki, C.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2011.\n  <span class=\"note\">43èmes Journées de la SFDS, Tunis</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biernacki-vandewalle-labelswicthingdanslesmlanges-2011\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biernacki-vandewalle-labelswicthingdanslesmlanges-2011')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{bv11,\n\tAuthor = {Christophe Biernacki and Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVgeneric},\n\tNote = {43{\\&#x60;e}mes Journ{\\&#x27;e}es de la SFDS, Tunis},\n\tTitle = {Label swicthing dans les m{\\&#x27;e}langes},\n\tYear = {2011}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2010\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2010')\"\n      onkeypress=\"toggleGroup('group_2010')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2010</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-howtotakeintoaccountthediscreteparametersinthebiccriterion-2010\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  How to Take into Account the Discrete Parameters in the BIC Criterion?.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>COMPSTAT'2010 Book of Abstracts</i>,21.  2010.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-howtotakeintoaccountthediscreteparametersinthebiccriterion-2010\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-howtotakeintoaccountthediscreteparametersinthebiccriterion-2010')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Van08,\n\tAuthor = {Vandewalle, V.},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {COMPSTAT&#x27;2010 Book of Abstracts},\n\tPages = 21,\n\tTitle = {How to Take into Account the Discrete Parameters in the BIC Criterion?},\n\tYear = 2010}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2009\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2009')\"\n      onkeypress=\"toggleGroup('group_2009')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2009</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-slectionprdictivedunmodlegnratifparlecritreaicp-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Sélection prédictive d'un modèle génératif par le critère AICp.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n   2009.\n  <span class=\"note\"><i>41èmes Journées de Statistique</i>, Bordeaux, France</span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-slectionprdictivedunmodlegnratifparlecritreaicp-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-slectionprdictivedunmodlegnratifparlecritreaicp-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@unpublished{v09,\n\tAuthor = {Vincent Vandewalle},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVother},\n\tNote = {\\textit{41{\\&#x60;e}mes Journ{\\&#x27;e}es de Statistique}, Bordeaux, France},\n\tTitle = {S{\\&#x27;e}lection pr{\\&#x27;e}dictive d&#x27;un mod{\\&#x60;e}le g{\\&#x27;e}n{\\&#x27;e}ratif par le crit{\\&#x60;e}re AICp},\n\tYear = {2009}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-lesmodlesdemlangeunoutilutilepourlaclassificationsemisupervise-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Les modèles de mélange, un outil utile pour la classification semi-supervisée.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>Monde des Util. Anal. Données</i>, 40: 121–145.  2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-lesmodlesdemlangeunoutilutilepourlaclassificationsemisupervise-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-lesmodlesdemlangeunoutilutilepourlaclassificationsemisupervise-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{vandewalle2009modeles,\n\tAuthor = {Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {Monde des Util. Anal. Donn{\\&#x27;e}es},\n\tKeyword = {VVother},\n\tPages = {121--145},\n\tTitle = {Les mod{\\&#x60;e}les de m{\\&#x27;e}lange, un outil utile pour la classification semi-supervis{\\&#x27;e}e.},\n\tVolume = {40},\n\tYear = {2009}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vandewalle-estimationetslectionenclassificationsemisupervise-2009\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://tel.archives-ouvertes.fr/tel-00447141\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vandewalle-estimationetslectionenclassificationsemisupervise-2009', 'https://tel.archives-ouvertes.fr/tel-00447141', event);\">\n    Estimation et sélection en classification semi-supervisée.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  Ph.D. Thesis, Université des Sciences et Technologie de Lille - Lille I, December 2009.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://tel.archives-ouvertes.fr/tel-00447141\"\n     onclick=\"log_download('vandewalle-estimationetslectionenclassificationsemisupervise-2009', 'https://tel.archives-ouvertes.fr/tel-00447141', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Estimation et sélection en classification semi-supervisée [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-estimationetslectionenclassificationsemisupervise-2009\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-estimationetslectionenclassificationsemisupervise-2009')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@phdthesis{vandewalle:tel-00447141,\n\tAuthor = {Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tHal_Id = {tel-00447141},\n\tHal_Version = {v1},\n\tKeywords = {mixture models ; maximum likelihood estimation ; missing data ; EM algorithm ; discriminant analysis ; semi-supervised classification ; parsimonious models ; model choice ; mod{\\&#x60;e}les de m{\\&#x27;e}lange ; estimation par maximum de vraisemblance ; donn{\\&#x27;e}es manquantes ; algorithme EM ; analyse discriminante ; classification semi-supervis{\\&#x27;e}e ; mod{\\&#x60;e}les parcimonieux ; choix de mod{\\&#x60;e}le},\n\tMonth = Dec,\n\tPdf = {https://tel.archives-ouvertes.fr/tel-00447141/file/These.pdf},\n\tSchool = {{Universit{\\&#x27;e} des Sciences et Technologie de Lille - Lille I}},\n\tTitle = {{Estimation et s{\\&#x27;e}lection en classification semi-supervis{\\&#x27;e}e}},\n\tType = {Theses},\n\tUrl = {https://tel.archives-ouvertes.fr/tel-00447141},\n\tYear = {2009},\n\tBdsk-Url-1 = {https://tel.archives-ouvertes.fr/tel-00447141}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2008\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2008')\"\n      onkeypress=\"toggleGroup('group_2008')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2008</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"vandewalle-biernacki-celeux-govaert-areunlabeleddatausefulinsemisupervisedmodelbasedclassificationcombininghypothesistestingandmodelchoice-2008\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Are unlabeled data useful in semi-supervised model-based classification? Combining hypothesis testing and model choice.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>; Biernacki, C.; Celeux, G.;  and Govaert, G.\n</span>\n\n  \n\n</span>\n\n  In <i>proceedings of SFC-CLADAG meeting</i>, pages 433-436, Caserta, Italy, June 2008. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vandewalle-biernacki-celeux-govaert-areunlabeleddatausefulinsemisupervisedmodelbasedclassificationcombininghypothesistestingandmodelchoice-2008\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vandewalle-biernacki-celeux-govaert-areunlabeleddatausefulinsemisupervisedmodelbasedclassificationcombininghypothesistestingandmodelchoice-2008')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{vbcg08,\n\tAddress = {Caserta, Italy},\n\tAuthor = {Vincent Vandewalle and Christophe Biernacki and Gilles Celeux and G{\\&#x27;e}rard Govaert},\n\tBooktitle = {proceedings of SFC-CLADAG meeting},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tKeyword = {VVother},\n\tMonth = {June},\n\tPages = {433-436},\n\tTitle = {Are unlabeled data useful in semi-supervised model-based classification? Combining hypothesis testing and model choice},\n\tYear = {2008}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2007\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2007')\"\n      onkeypress=\"toggleGroup('group_2007')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2007</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"robin-schbath-vandewalle-statisticalteststocomparemotifcountexceptionalities-2007\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Statistical tests to compare motif count exceptionalities.\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Robin, S.; Schbath, S.;  and <a class=\"bibbase author link\" href=\"https://vvandewa.github.io/publications/\">Vandewalle, V.</a>\n</span>\n\n  \n\n</span>\n\n  <i>BMC bioinformatics</i>, 8(1): 84.  2007.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/robin-schbath-vandewalle-statisticalteststocomparemotifcountexceptionalities-2007\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('robin-schbath-vandewalle-statisticalteststocomparemotifcountexceptionalities-2007')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{robin2007statistical,\n\tAuthor = {Robin, Stephane and Schbath, Sophie and Vandewalle, Vincent},\n\tDate-Added = {2021-02-05 10:50:58 +0100},\n\tDate-Modified = {2021-02-05 10:50:58 +0100},\n\tJournal = {BMC bioinformatics},\n\tKeyword = {VVother},\n\tNumber = {1},\n\tPages = {84},\n\tPublisher = {Springer},\n\tTitle = {Statistical tests to compare motif count exceptionalities},\n\tVolume = {8},\n\tYear = {2007}}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);