SymNMF: nonnegative low-rank approximation of a similarity matrix for graph clustering

Hierarchical Clustering of Hyperspectral Images Using Rank-Two Nonnegative Matrix Factorization

(2015) Nicolas Gillis et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization

(2013) Jaegul Choo et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework

(2013) Jingu Kim et al.   JOURNAL OF GLOBAL OPTIMIZATION

Bounded matrix factorization for recommender system

(2013) Ramakrishnan Kannan et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering

(2011) Zhaoshui He et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A block coordinate gradient descent method for regularized convex separable optimization and covariance selection

(2011) Sangwoon Yun et al.   MATHEMATICAL PROGRAMMING

Fast Nonnegative Matrix Factorization: An Active-Set-Like Method and Comparisons

(2011) Jingu Kim et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Community discovery using nonnegative matrix factorization

(2010) Fei Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Contour Detection and Hierarchical Image Segmentation

(2010) P Arbeláez et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Graph Regularized Nonnegative Matrix Factorization for Data Representation

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A hybrid heuristic for the diameter constrained minimum spanning tree problem

(2009) Abilio Lucena et al.   JOURNAL OF GLOBAL OPTIMIZATION

Semi-supervised clustering algorithm for community structure detection in complex networks

(2009) Xiaoke Ma et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Convex and Semi-Nonnegative Matrix Factorizations

(2008) C.H.Q. Ding et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method

(2008) Hyunsoo Kim et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS