Franck Picard

发表

Deciphering the connectivity structure of biological networks using MixNet

Franck Picard, Vincent Miele, Jean-Jacques Daudin, 2009, BMC Bioinformatics.

On the robustness of the generalized fused lasso to prior specifications

Franck Picard, Vivian Viallon, Sophie Lambert-Lacroix, 2014, Statistics and Computing.

Spatially constrained clustering of ecological networks

Franck Picard, Vincent Miele, St'ephane Dray, 2014, 1402.5319.

A statistical approach for array CGH data analysis

Franck Picard, Jean-Jacques Daudin, Stéphane Robin, 2005, BMC Bioinformatics.

Uniform Deconvolution for Poisson Point Processes

Franck Picard, Vincent Rivoirard, Anna Bonnet, 2020 .

High dimensional classification with combined adaptive sparse PLS and logistic regression

Franck Picard, Sophie Lambert-Lacroix, Jeff E. Mold, 2015, Bioinform..

Probabilistic count matrix factorization for single cell expression data analysis

Franck Picard, Sophie Lambert-Lacroix, Ghislain Durif, 2019, Bioinform..

Adaptive Lasso and group-Lasso for functional Poisson regression

Franck Picard, Vincent Rivoirard, Stéphane Ivanoff, 2014, J. Mach. Learn. Res..

Preprocessing and downstream analysis of microarray DNA copy number profiles

Franck Picard, Wessel N. van Wieringen, Bauke Ylstra, 2011, Briefings Bioinform..

Strategies for online inference of model-based clustering in large and growing networks

Christophe Ambroise, Franck Picard, Vincent Miele, 2009, 0910.2034.

Assessing the Exceptionality of Network Motifs

Franck Picard, Jean-Jacques Daudin, Stéphane Robin, 2007, J. Comput. Biol..

Random graph clustering

Christophe Ambroise, Franck Picard, Vincent Miele, 2015 .

A not so short Introduction to Process Segmentation

Franck Picard, F. Picard, 2010 .

HOMER : a homogenization software - methods and applications

Peter Domonkos, Franck Picard, Stéphane Robin, 2013 .

High-quality sequence clustering guided by network topology and multiple alignment likelihood

Franck Picard, Vincent Miele, Simon Penel, 2012, Bioinform..

Modeling Spatial Genomic Interactions with the Hawkes model

Franck Picard, A Bonnet, V Rivoirard, 2017, bioRxiv.

Strategies for Online Inference of Model-Based Clustering in large Networks pdf

Christophe Ambroise, Franck Picard, Vincent Miele, 2009, ArXiv.

Adaptive Generalized Fused-Lasso: Asymptotic Properties and Applications

Franck Picard, Sophie Lambert-Lacroix, Vivian Viallon, 2013 .

A mixture model for random graphs

Franck Picard, Jean-Jacques Daudin, Stéphane Robin, 2008, Stat. Comput..

HOMER: homogenization software in R - methods and applications

Peter Domonkos, Franck Picard, Stéphane Robin, 2013 .

Author's Personal Copy Computational Statistics and Data Analysis Joint Segmentation of Multivariate Gaussian Processes Using Mixed Linear Models

Franck Picard, Stéphane Robin, Emilie Lebarbier, 2022 .

Fast and Parallel Algorithm for Population-Based Segmentation of Copy-Number Profiles

Franck Picard, Vincent Miele, Guillem Rigaill, 2013, CIBB.

Curve Clustering and Functional Mixed Models. Modeling, variable selection and application to Genomics

Franck Picard, 2012 .

Minimax estimation of Functional Principal Components from noisy discretized functional data

Franck Picard, Vincent Rivoirard, Angelina Roche, 2021, 2110.12739.

Process segmentation/clustering. Application to the analysis of CGH microarray data.

Franck Picard, 2005 .

A statistical approach for CGH microarray data analysis

Gilles Celeux, Franck Picard, Jean-Jacques Daudin, 2004 .

The Spatiotemporal Program of DNA Replication Is Associated with Specific Combinations of Chromatin Marks in Human Cells

Franck Picard, Laurent Duret, Adriana Alberti, 2014, PLoS genetics.

A New Genome-Wide Method to Track Horizontally Transferred Sequences: Application to Drosophila

Franck Picard, Laurent Modolo, Emmanuelle Lerat, 2014, Genome biology and evolution.

SNP calling from RNA-seq data without a reference genome: identification, quantification, differential analysis and impact on the protein sequence

Franck Picard, Marie-France Sagot, Camille Marchet, 2016, Nucleic acids research.