相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Column-oriented algebraic iterative methods for nonnegative constrained least squares problems
T. Nikazad et al.
NUMERICAL ALGORITHMS (2021)
Robust semi-supervised nonnegative matrix factorization for image clustering
Siyuan Peng et al.
PATTERN RECOGNITION (2021)
Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence
Le Thi Khanh Hien et al.
JOURNAL OF SCIENTIFIC COMPUTING (2021)
Non-negative Matrix Factorization: A Survey
Jiangzhang Gan et al.
COMPUTER JOURNAL (2021)
An alternating nonmonotone projected Barzilai-Borwein algorithm of nonnegative factorization of big matrices
Ting Li et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2021)
A statistical framework for non-negative matrix factorization based on generalized dual divergence
Karthik Devarajan
NEURAL NETWORKS (2021)
Novel Proximal Gradient Methods for Nonnegative Matrix Factorization with Sparsity Constraints
Marc Teboulle et al.
SIAM JOURNAL ON IMAGING SCIENCES (2020)
Community detection method using improved density peak clustering and nonnegative matrix factorization
Hong Lu et al.
NEUROCOMPUTING (2020)
Hybrid clustering based on content and connection structure using joint nonnegative matrix factorization
Rundong Du et al.
JOURNAL OF GLOBAL OPTIMIZATION (2019)
Accelerating Nonnegative Matrix Factorization Algorithms Using Extrapolation
Andersen Man Shun Ang et al.
NEURAL COMPUTATION (2019)
Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction
Syed Muhammad Atif et al.
PATTERN RECOGNITION LETTERS (2019)
Fuzzy clustering in community detection based on nonnegative matrix factorization with two novel evaluation criteria
Neda Binesh et al.
APPLIED SOFT COMPUTING (2018)
Identification of of regional activation by factorization of high-density surface EMG signals: A comparison of Principal Component Analysis and Non-negative Matrix factorization
Alessio Gallina et al.
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY (2018)
Sparse dual graph-regularized NMF for image co-clustering
Jing Sun et al.
NEUROCOMPUTING (2018)
Convergence analysis for column-action methods in image reconstruction
Tommy Elfving et al.
NUMERICAL ALGORITHMS (2017)
A class of modified FR conjugate gradient method and applications to non-negative matrix factorization
Xiangli Li et al.
COMPUTERS & MATHEMATICS WITH APPLICATIONS (2017)
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization
Yakui Huang et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2015)
Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework
Jingu Kim et al.
JOURNAL OF GLOBAL OPTIMIZATION (2014)
ON THE CONVERGENCE OF BLOCK COORDINATE DESCENT TYPE METHODS
Amir Beck et al.
SIAM JOURNAL ON OPTIMIZATION (2013)
NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization
Naiyang Guan et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2012)
Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization
Nicolas Gillis et al.
NEURAL COMPUTATION (2012)
Efficient Nonnegative Matrix Factorization via projected Newton method
Pinghua Gong et al.
PATTERN RECOGNITION (2012)
Community discovery using nonnegative matrix factorization
Fei Wang et al.
DATA MINING AND KNOWLEDGE DISCOVERY (2011)
Algorithms for Nonnegative Matrix Factorization with the β-Divergence
Cedric Fevotte et al.
NEURAL COMPUTATION (2011)
FAST NONNEGATIVE MATRIX FACTORIZATION: AN ACTIVE-SET-LIKE METHOD AND COMPARISONS
Jingu Kim et al.
SIAM JOURNAL ON SCIENTIFIC COMPUTING (2011)
Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis
Cedric Fevotte et al.
NEURAL COMPUTATION (2009)
NONNEGATIVE MATRIX FACTORIZATION BASED ON ALTERNATING NONNEGATIVITY CONSTRAINED LEAST SQUARES AND ACTIVE SET METHOD
Hyunsoo Kim et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2008)
Projected gradient methods for nonnegative matrix factorization
Chih-Jen Lin
NEURAL COMPUTATION (2007)
A generalized divergence measure for nonnegative matrix factorization
Raul Kompass
NEURAL COMPUTATION (2007)
Document clustering using nonnegative matrix factorization/
F Shahnaz et al.
INFORMATION PROCESSING & MANAGEMENT (2006)
On the convergence of the block nonlinear Gauss-Seidel method under convex constraints
L Grippo et al.
OPERATIONS RESEARCH LETTERS (2000)