Changes between Version 10 and Version 11 of MatrixFactorization
 Timestamp:
 07/13/11 14:55:24 (3 years ago)
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MatrixFactorization
v10 v11 8 8 9 9 List of algorithms for matrix factorization. 10 11 === Additional: bnmf === 12 Binary NMF. Extend standard NMF to BMF; given a binary matrix X, factorize X into two binary matrices W, H. Two versions are possible: penalty function algorithm and thresholding algorithm. Example usages are document clustering, identification of bicluster structures in gene expression datasets, etc. 13 Reference: (Zhang, 2007). 10 14 11 15 === nmf === … … 128 132 * Schmidt, M. N., Winther, O., Kai Hansen, L. Bayesian nonnegative matrix factorization. Bayesian Statistics 7 (Oxford), 2003. 129 133 * Ochs, M. F., Kossenkov A. V. NIH Public Access. Methods, Methods Enzymol., 2009, 5977. 134 * Z. Zhang, T. Li, C. H. Q. Ding, X. Zhang: Binary Matrix Factorization with Applications. ICDM 2007.