Christophe Biernacki

Author

Centre National de la Recherche Scientifique ORCID

Also Known As

Biernacki, C, Biernacki, C., Biernacki, C. (C), Biernacki, C. (Christophe), Biernacki, Christophe, C Biernacki, C. Biernacki, CHRISTOPHE BIERNACKI, Christophe Biernacki, Laporte, Fabien

235

Publications

3.5K

Citations

H-Index

Concepts

All Affiliations

Centre National de la Recherche Scientifique Institut national de recherche en sciences et technologies du numérique Université de Lille Université de Technologie de Compiègne Université de franche-comté

About

Christophe Biernacki is an author at Centre National de la Recherche Scientifique specializing in statistics, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	23	3.2K
2	Business	2	2	50
3	Health Sciences	2	2	28
4	Management	1	1	10
5	Public Health	1	1	98

Christophe Biernacki

Publications

3.4K

Citations

H-Index

Page 1

	Year	Citations
Assessing a mixture model for clustering with the integrated completed likelihood Christophe Biernacki, Gilles Celeux, G. Govaert IEEE Transactions on Pattern Analysis and Machine Intelligence Document ClusteringMixture DistributionEngineeringMixture ModelsData Science	2000	1.5K
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models Christophe Biernacki, Gilles Celeux, Gérard Govaert Computational Statistics & Data Analysis Em AlgorithmMixture DistributionEngineeringMachine LearningData Science	2003	628
Model-based cluster and discriminant analysis with the MIXMOD software Christophe Biernacki, Gilles Celeux, Gérard Govaert, Computational Statistics & Data Analysis EngineeringData ScienceData MiningPattern RecognitionMixture Analysis	2006	177
The morphology of built-up landscapes in Wallonia (Belgium): A classification using fractal indices Isabelle Thomas, Pierre Frankhauser, Christophe Biernacki Landscape and Urban Planning CartographyEngineeringGeomorphologyBiogeographyGeography	2007	166
Choosing models in model-based clustering and discriminant analysis Christophe Biernacki, Gérard Govaert Journal of Statistical Computation and Simulation Document ClusteringEngineeringData ScienceData MiningPattern Recognition	1999	127
Assessing a Mixture Model for Clustering with the Integrated Classification Likelihood Christophe Biernacki, Gilles Celeux, Gérard Govaert OpenGrey (Institut de l'Information Scientifique et Technique) Document ClusteringClassification MethodMixture DistributionEngineeringData Science	1998	102
<b>Rmixmod</b>: The<i>R</i>Package of the Model-Based Unsupervised, Supervised, and Semi-Supervised Classification<b>Mixmod</b>Library Rémi Lebret, Serge Iovleff, Florent Langrognet, Journal of Statistical Software EngineeringMachine LearningRmixmod S4 PackageR Package RmixmodUnsupervised Machine Learning	2015	98
Mixture of Gaussians for distance estimation with missing data Emil Eirola, Amaury Lendasse, Vincent Vandewalle, Neurocomputing Distance EstimationMachine VisionEngineeringMixture AnalysisGaussian Process	2013	65
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model Christophe Biernacki, Gilles Celeux, G. Govaert Journal of Statistical Planning and Inference Latent Class ModelLatent ModelingLatent Variable ModelStatistical InferenceMarkov Chain Monte Carlo	2010	59
Model-Based Clustering for Conditionally Correlated Categorical Data Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle Journal of Classification Document ClusteringEngineeringData ScienceData MiningKnowledge Discovery	2015	50

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