SSB Research Reports

Research Report n°27
Inferring multiple graphical models
Julien Chiquet, Yves Grandvalet, Christophe Ambroise
December 2009
Research Report n°26 (published version)
Weighted-Lasso for Structured Network Inference from Time Course Data
Camille Charbonnier, Julien Chiquet and Christophe Ambroise
December 2009
Published in Statistical Applications in Genetics and Molecular Biology. 9 article 15.
Research Report n°25
Overlapping stochastic block models
Pierre Latouche, Etienne Birmelé and Christophe Ambroise
September 2009
Research Report n°24
Adaptative estimation for Hawkes' processes; application to genome analysis
Patricia Reynaud-Bouret and Sophie Schbath
August 2009
Research Report n°23
Detecting network motifs by local concentration
Etienne Birmelé
March 2009
Research Report n°22
Ideal-type model for random networks
Jean-Jacques Daudin and Laurent Pierre
January 2009
Research Report n°21 (published version)
Inferring sparse Gaussian graphical models with latent structure
Christophe Ambroise, Julien Chiquet and Catherine Matias
October 2008
Published in Electronic Journal of Statistics. 3 205-238.
Research Report n°20
MixThres: mixture models to define a hybridization threshold in DNA microarray experiments
Franck Picard, Marie-Laure Martin-Magniette, S. Gagnot, Véronique Brunaud, Julie Aubert, V. Gendrel, Stéphane Robin, Michel Caboche, Alain Lecharny et Vincent Colot.
October 2008
Research Report n°19 (published version)
Identifiability of latent class models with many observed variables
Elizabeth S. Allman, Catherine Matias and John A. Rhodes
October 2008
Published in Annals of Statistics. 37 3099-3132
Research Report n°18
ABC methods for model choice in Gibbs random fields; Application to protein 3D structure prediction
Aude Grelaud, Christian P. Robert, Jean-Michel Marin, François Rodolphe and Jean-François Taly
September 2008
Research Report n°17
Bayesian methods for graph clustering
Pierre latouche, Etienne Birmelé and Christophe Ambroise
September 2008
Published in Advances in Data Analysis, Data Handling and Business Intelligence (2009). Springer.
Research Report n°16
Assessing the validity domains of graphical gaussian models in order to infer relationships among components of complex biological systems
Fanny Villers, Brigitte Schaeffer, Caroline Bertin and Sylvie Huet
July 2008
Research Report n°15 (published version)
Assessing the exceptionality of coloured motifs in networks
Sophie Schbath, Vincent Lacroix and Marie-France Sagot
June 2008
Published in EURASIP Journal on Bioinformatics and Systems Biology (2009)
Research Report n°14
Strategies for online inference of network mixture
Hugo Zanghi, Franck Picard, Vincent Miele and Christope Ambroise
May 2008
Research Report n°13 (published version)
A leave-p-out based estimation of the proportion of null hypotheses
Alain Célisse and Stéphane Robin
April 2008
Published in CSDA (2008) vol. 52, pp 2350--2368.
Research Report n°12
Using CART to detect multiple change points in the mean for large samples.
Servane Gey and Emilie Lebarbier
February 2008
Research Report n°11 (Published version)
Simultaneous occurrences of runs in independent Markov chains.
Stéphane Robin and Valery Stefanov
February 2008
Published in Methodology and Computing in Applied Probability (2008) DOI:10.1007/s11009-008-9093-3
Research Report n°10
Uncovering latent structure in valued graphs: a variational approach.
Mahendra Mariadassou and Stéphane Robin
October 2007
Research Report n°9
Change-points detection for discrete sequences via model selection.
Emilie Lebarbier and Elodie Nédélec
April 2007
Research Report n°8 (Published version)
Fast online graph clustering via Erdös-Rényi mixture.
Hugo Zanghi, Christophe Ambroise and Vincent Miele
April 2007
Published in Pattern Recognition (2008) vol. 41, pp 3592--3599.
Research Report n°7
An introduction to mixture models.
Franck Picard
March 2007
Research Report n°6
An introduction to process segmentation.
Franck Picard
March 2007
Research Report n°5
Joint segmentation of multivariate Gaussian processes using mixed linear models.
Franck Picard, Emilie Lebarbier, Eva Budinska and Stéphane Robin
March 2007
Research Report n°4 (Published version)
Mixture model for random graphs: a variational approach.
Jean-Jacques Daudin, Franck Picard and Stéphane Robin
February 2007
Published in Statistics and Computing (2008) vol. 18, pp 173--183
Research Report n°3 (Published version)
A semi-parametric approach for mixture models: Application to local FDR estimation.
Stéphane Robin, Avner Bar-Hen and Jean-Jacques Daudin
January 2007
Published in Comput. Statist. Data Analysis (2007) vol. 51, pp 5483--5493.
Research Report n°2
Theoretical description of chromosome architecture after multiple back-crossing.
François Rodolphe, Juliette Martin and Emmanuelle Della-Chiesa
January 2007
Published in Theoretical Population Biology (2008) vol. 73 289-299
Research Report n°1 (Published version)
Assessing the exceptionality of network motifs.
Franck Picard, Jean-Jacques Daudin, Sophie Schbath and Stéphane Robin
November 2006
Published in J. Comp. Biol. (2008) vol. 15, pp 1-20.

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