Read List：

1994_Environmeteics_Positive matrix factorization A non-negative factor model with optimal utilization of error estimates of data values.pdf
1997_JM_A fast non-negativity-constrained least squares algorithm.pdf

1999_nature_Learning the parts of objects by non-negative matrix factorization.pdf
2000_IEEE_Normalized Cuts and Image Segmentation.pdf

2001_NIPS_Algorithms for non-negative matrix factorization.pdf
2001_CVPR_Learning Spatially Localized, Parts-B ased Representation.pdf
2001_PSUTR_Spectral Relaxation Models And Structure Analysis For K-Way Graph Clustering And Bi-Clustering .pdf
2001_WI_ICA.pdf
2002_IEEE_Algorithms for Non-Negative Independent Component Analysis .pdf
2002_NIPS_Spectral relaxation for K-means clustering.pdf
2002_NNSP_non-negative sparse coding.pdf
2003_ICASSP_NON-NEGATIVE MATRIX FACTORIZATION FOR VISUAL CODING.pdf
2004_NIPS_When Does Non-Negative Matrix Factorization give a correct Decomposition into parts.pdf

2004_Non-negative Matrix Factorization with Sparseness Constraints.pdf
2004_On reduced rank nonnegative matrix factorization for symmetric nonnegative matrices.pdf
2005-IEEE-Sparse image coding using a 3D non-negative tensor factorization.pdf
2005_ECML_Nonnegative Lagrangian Relaxation of K-Means and Spectral Clustering.pdf

2005_On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.pdf
2005_ISSTECH_ Projected Gradient Methods for Non-negative Matrix Factorization.pdf
2005_SCIA_Projective Nonnegative Matrix Factorization for Image Compression and Feature Extraction.pdf
2006-IEEE-SOUND SOURCE SEPARATION USING SHIFTED NON-NEGATIVE TENSOR.pdf
2006_ACM_Orthogonal Nonnegative Matrix Tri-Factorizations for Clustering.pdf
2006_ICAISCP_Non-negative matrix factorization with quasi-Newton optimization.pdf
2006_ICDM_The Relationships Among Various Nonnegative Matrix Factorization Methods for Clustering.pdf
2006_IEEE_Convex and Semi-Nonnegative Matrix Factorizations.pdf
2006_IEEE_Nonsmooth nonnegative matrix factorization.pdf
2006_LAA_Nonnegative matrix factorization for spectraldata analysis.pdf
2006_Nonnegative matrix factorization for spectral data analysis.pdf
2007-ISSN-Regularized Alternating Least Squares Algorithms for Non-negative MatrixTensor Factorization.pdf
2007_CSDA_Algorithms and applications for approximate nonnegative matrix factorization.pdf
2007_ICDM_Solving Consensus and Semi-supervised Clustering Problems Using Nonnegative Matrix Factorization.pdf
2007_NC_Projected Gradient Methods for Nonnegative Matrix Factorization.pdf
2007_VLSI_Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy.pdf
2008_ICDM_Non-negative Matrix Factorization on Manifold.pdf
2008_ICDM_Nonnegative Matrix Factorization for Combinatorial Optimization Spectral Clustering Graph Matching and Clique Finding.pdf

2008_IJCNN_Algorithms for orthogonal nonnegative matrix factorization.pdf
2008_PR_SVD based initialization A head start for nonnegative matrix factorization.pdf
2008_SIAM_ Nonnegative Matrix FactorizationBased on Alternating Nonnegativity Constrained Least Squares and Active Set Method.pdf
2008_Non-negative matrix factorization for semi-supervised data clustering.pdf
2008_SIAM_ Fast Newton-type methods for the least squares nonneg-ative matrix approximation problem.pdf
2008_SIAM_Semi-Supervised Clustering via Matrix Factorization.pdf
2010_AAAI_Non-Negative Matrix Factorization with Constraints.pdf
2010_ECML_Improved MinMax Cut Graph Clustering with Nonnegative Relaxation.pdf
2010_Extended Semi-supervised Matrix Factorization for Clustering.pdf
2010_ICDM_Integrating Symmetric Nonnegative Matrix Factorization and Normalized Cut Spectral Clustering.pdf
2010_Semi-Supervised Nonnegative Matrix Factorization.pdf
2011-JCAM-A multilevel approach for nonnegative matrix factorization.pdf
2011-SADM-Non-Negative Residual Matrix Factorization.pdf
2011_AMC_An alternating projected gradient algorithm for nonnegative matrix factorization.pdf
2011_CIKM_Simultaneous Clustering of Multi-Type Relational Data via symmetric nonnegative matrix tri-factorization.pdf
2011_ICDM_Learning Spectral Embedding for Semi-supervised Clustering.pdf
2011_IEEE_Symmetric Nonnegative Matrix Factorization：Algorithms and Applications to Probabilistic.pdf
2012-ICAISC-Initialization of Nonnegative Matrix.pdf
2012-IEEE-Coupled Nonnegative Matrix Factorization Unmixing.pdf
2012-IWSSIP-AUTOMATIC CYMBAL CLASSIFICATION.pdf
2012-JMLR-MahNMF：Manhattan Non-negative Matrix Factorization.pdf
2012-LSJ-Image Denoising based on Sparse Representation and Non-Negative Matrix Factorization.pdf
2012_ICNIP_Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization.pdf
2012_ICONIP_Adaptive Multiplicative Updates for Projective Nonnegative Matrix Factorization.pdf
2012-CORR-Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering.pdf
Nonnegative Matrix Factorization for Clustering（概述）.pdf