Changes between Version 10 and Version 11 of MatrixFactorization


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Timestamp:
07/13/11 14:55:24 (3 years ago)
Author:
MarinkaZitnik
Comment:

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  • MatrixFactorization

    v10 v11  
    88 
    99List of algorithms for matrix factorization.  
     10 
     11=== Additional: bnmf === 
     12Binary 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. 
     13Reference: (Zhang, 2007). 
    1014 
    1115=== nmf === 
     
    128132 * Schmidt, M. N., Winther, O., Kai Hansen, L. Bayesian non-negative matrix factorization. Bayesian Statistics 7 (Oxford), 2003. 
    129133 * Ochs, M. F., Kossenkov A. V. NIH Public Access. Methods, Methods Enzymol., 2009, 59--77. 
     134 * Z. Zhang, T. Li, C. H. Q. Ding, X. Zhang: Binary Matrix Factorization with Applications. ICDM 2007.