Browsing Laboratory of Bioinformatics and Systems Biology by Author "2b0523cc-efab-4911-a669-c82fa9e7620e"

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Assessing reproducibility of matrix factorization methods in independent transcriptomes

Cantini, Laura; Kairov, Ulykbek; de Reynies, Aurelien; Barillot, Emmanuel; Radvanyi, Francois; Zinovyev, Andrei (OXFORD UNIV PRESS, 2019)

Motivation Matrix factorization (MF) methods are widely used in order to reduce dimensionality of transcriptomic datasets to the action of few hidden factors (metagenes). MF algorithms have never been compared based on ...