RNA-seq

Dimension reduction for Single Cell Expression Data Analysis
Seminar of the Chromatin and cell biology team, Institute of Human Genetics (IGH), Montpellier (France)
Nov 20, 2019 09:30 — 09:30
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Motivation: The development of high throughput single-cell sequencing technologies now allows the investigation of the population …
Cite DOI HAL publi software
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Montpellier Bio-Informatics (MBI) meeting, Genopolys, Montpellier (France)
Sep 24, 2019 14:00 — 15:00 Genopolys, Montpellier (France)
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Single-cell RNA-seq Day, INSA Toulouse, Toulouse (France)
Jul 4, 2019 13:30 — 14:30 Toulouse (France)
Sparsity and dimension reduction
Bordeaux Data Science conference, Bordeaux (France)
Apr 4, 2019 12:30 — 13:30 Bordeaux (France)
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Research in Computational Molecular Biology, 22nd Annual International Conference RECOMB 2018, Pierre et Marie Curie Campus, Sorbonne University, Paris (France)
Apr 23, 2018 15:20 Pierre et Marie Curie Campus, Sorbonne University, Paris (France)
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Cite HAL publi
High dimensional classification with combined adaptive sparse PLS and logistic regression
MotivationThe high dimensionality of genomic data calls for the development of specific classification methodologies, especially to …
Cite DOI HAL publi software
Count-based Probabilistic PCA for single-cell data analysis
ISCB NGS 2017 Structural Variation and Population Genomics, Barcelona Biomedical Research Park, Barcelona (Spain)
Apr 3, 2017 11:25 Barcelona Biomedical Research Park, Barcelona (Spain)
Multivariate statistics for single-data data analysis: zero-inflated count matrix factorization for data exploration and sparse PLS-based logistic regression for classification
StatOmique group meeting, AgroParisTech, Paris (France)
Mar 27, 2017 13:00 — 14:00
´