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Pre-processing HCS data using Non-negative Matrix Factorization

Pre-processing HCS data using Non-negative Matrix Factorization. S. Stanley Young National Institute of Statistical Sciences MBSW, Muncie 19May2009. WH. Contention: PCA fails for mixtures. NMF separates mixtures. Y 1. +. Y 2. =. WH. NMF. Y. Key Idea. Outline. Basics of HCS

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Pre-processing HCS data using Non-negative Matrix Factorization