Concepedia

Christophe Ambroise

CA

36

Publications

3K

Citations

22

H-Index

1996

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

Université d'Évry Val-d'Essonne

Université Paris-Saclay

Laboratoire de Mathématiques Blaise Pascal

Laboratoire de Mathématiques et Modélisation d'Évry

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

Top concepts

EngineeringData ScienceKnowledge DiscoveryData MiningComputer ScienceStatisticsMedicineGeneticsBiostatisticsPublic Health

Publications per year

1996–2021

36

Publications

36

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 · 2002 · 1.4K citations · Full text

Genetics, Genetic Epidemiology, Pathology +25

PPanGGOLiN: Depicting microbial diversity via a partitioned pangenome graph

Guillaume Gautreau, Adelme Bazin, Mathieu Gachet et al. · PLoS Computational Biology · 2020 · 238 citations · Full text

Gene Families, Comparative Genomics, Genomics +19

Variational Bayesian inference and complexity control for stochastic block models

Pierre Latouche, Étienne Birmelé, Christophe Ambroise · Statistical Modelling · 2012 · 159 citations · Full text

Engineering, Network Analysis, Markov Chain Monte Carlo +19

Fast online graph clustering via Erdős–Rényi mixture

Hugo Zanghi, Christophe Ambroise, Vincent Mièle · Pattern Recognition · 2008 · 98 citations

Engineering, Graph Theory, Data Science +5

Hierarchical clustering of self-organizing maps for cloud classification

Christophe Ambroise, Geniève Sèze, Fouad Badran et al. · Neurocomputing · 2000 · 91 citations · Full text

Cluster Computing, Cloud Classification, Self-organizing System +10

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