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Автор бойынша 02.National Laboratory Astana көру "137d2c0c-eeac-4e78-8c96-54565d262f89"
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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 ...
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Sompairac, Nicolas; Nazarov, Petr V.; Czerwinska, Urszula; Cantini, Laura; Biton, Anne; Molkenov, Askhat; Zhumadilov, Zhaxybay; Barillot, Emmanuel; Radvanyi, Francois; Gorban, Alexander; Kairov, Ulykbek; Zinovyev, Andrei
(MDPI, 2019-09-02)
Independent component analysis (ICA) is a matrix factorization approach where the signals captured by each individual matrix factors are optimized to become as mutually independent as possible. Initially suggested for ...
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