Christophe Ambroise - Concepedia

Author

Christophe Ambroise

Centre National de la Recherche Scientifique ORCID

Also Known As

Ambroise, C., Ambroise, Christophe, C Ambroise, C. Ambroise, Chiquet, Julien, Christophe Ambroise, L Lewis, Lausen, Berthold, Satz Mengensatzproduktion

145

Publications

4.5K

Citations

H-Index

Concepts

All Affiliations

Centre National de la Recherche Scientifique Université d'Évry Val-d'Essonne Université Paris-Saclay Laboratoire de Mathématiques Blaise Pascal Laboratoire de Mathématiques et Modélisation d'Évry

About

Christophe Ambroise is an author at Centre National de la Recherche Scientifique specializing in engineering, data science, and knowledge discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	17	863
2	Medicine	7	7	1.8K
3	Business	5	5	259
4	Health Sciences	1	1	13
5	Natural Sciences	1	1	12

Christophe Ambroise

Publications

Citations

H-Index

Page 1

	Year	Citations
Selection bias in gene extraction on the basis of microarray gene-expression data Christophe Ambroise, Geoffrey J. McLachlan Proceedings of the National Academy of Sciences GeneticsGenetic EpidemiologyPathologyGenomicsGene Recognition	2002	1.4K
PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph Guillaume Gautreau, Adelme Bazin, Mathieu Gachet, PLoS Computational Biology Gene FamiliesComparative GenomicsGenomicsPhylogeneticsMolecular Ecology	2020	238
Variational Bayesian inference and complexity control for stochastic block models Pierre Latouche, Étienne Birmelé, Christophe Ambroise Statistical Modelling EngineeringNetwork AnalysisMarkov Chain Monte CarloNew CriterionUnsupervised Machine Learning	2012	159
Fast online graph clustering via Erdős–Rényi mixture Hugo Zanghi, Christophe Ambroise, Vincent Mièle Pattern Recognition EngineeringGraph TheoryData ScienceFast Online GraphNetwork Analysis	2008	98
Hierarchical clustering of self-organizing maps for cloud classification Christophe Ambroise, Geniève Sèze, Fouad Badran, Neurocomputing Cluster ComputingCloud ClassificationSelf-organizing SystemEngineeringData Science	2000	91
AI-based mobile application to fight antibiotic resistance Marco Pascucci, Guilhem Royer, Jakub Adámek, Nature Communications	2021	88
Clustering based on random graph model embedding vertex features Hugo Zanghi, Stevenn Volant, Christophe Ambroise Pattern Recognition Letters EngineeringGraph TheoryData ScienceData MiningRandom Graph	2010	82
Inferring multiple graphical structures Julien Chiquet, Yves Grandvalet, Christophe Ambroise Statistics and Computing EngineeringGraph TheoryData ScienceStructural Pattern RecognitionGraphical Model	2010	79
Convergence of an EM-type algorithm for spatial clustering Christophe Ambroise, G. Govaert Pattern Recognition Letters Cluster ComputingDocument ClusteringEngineeringData ScienceData Mining	1998	79
Accounting for Population Stratification in Practice: A Comparison of the Main Strategies Dedicated to Genome-Wide Association Studies Matthieu Bouaziz, Christophe Ambroise, Mickaël Guedj PLoS ONE GeneticsGenetic EpidemiologyGenomicsGenome-wide Association StudiesGenome-wide Association Study	2011	65

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