Assessing reproducibility of matrix factorization methods in independent transcriptomes
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DOI: 10.1093/bioinformatics/btz225
Abstract: Abstract 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 the between-datasets… read more here.
Keywords: factorization methods; reproducibility; matrix factorization; transcriptomic datasets ... See more keywords