Some statistical approaches in random graph modeling
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45
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Some statistical approaches in random graph modeling Catherine MATIAS CNRS, Laboratoire Statistique & Genome, Evry, FRANCE
Voir
- protein interaction
- yeast protein
- stochastic block models
- exponential random
- networks
- analyzing networks
- random graph
Some statistical approaches in random graph modeling
Catherine MATIAS
´ CNRS,LaboratoireStatistique&Ge´nome,Evry,FRANCE
http://stat.genopole.cnrs.fr/∼cmatias
Outline
Molecular interactions networks
Some statistical networks models Exponential random graphs (Overlapping) Stochastic block models Latent space models
Analyzing networks: (probabilistic) node clustering
Outline
Molecular interactions networks
Some statistical networks models Exponential random graphs (Overlapping) Stochastic block models Latent space models
Analyzing networks: (probabilistic) node clustering
What kind of networks? (1/3)
Protein
interactions
networks
(PIN)
Source:
Figure:Yeast Protein Interaction Network. http://www.bordalierinstitute.com/images/yeastProteinInteractionNetwork.jpg
