Ghislain Durif
Ghislain Durif
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Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Ghislain Durif
,
Laurent Modolo
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
April 2018
PhD
,
ABS4NGS
,
statistics
,
single-cell
Cite
HAL
publi
Type
Conference paper
Publication
RECOMB 2018 - 22nd Annual International Conference on Research in Computational Molecular Biology
Statistics
Dimension reduction
Matrix Factorization
Data visualization
Single-cell
Gene expression
RNA-seq
Related
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
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Multivariate statistics for single-data data analysis: zero-inflated count matrix factorization for data exploration and sparse PLS-based logistic regression for classification
Count Matrix Factorization and Single Cell Data Analysis
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