Robust semi-supervised nonnegative matrix factorization for image clustering

Dual-graph regularized non-negative matrix factorization with sparse and orthogonal constraints

(2018) Yang Meng et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

A nonlinear orthogonal non-negative matrix factorization approach to subspace clustering

(2018) Dijana Tolić et al.   PATTERN RECOGNITION

Elastic nonnegative matrix factorization

(2018) He Xiong et al.   PATTERN RECOGNITION

Robust Structured Nonnegative Matrix Factorization for Image Representation

(2018) Zechao Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Maximum Correntropy Criterion based Sparse Subspace Learning for Unsupervised Feature Selection

(2017) Nan Zhou et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Graph-based discriminative nonnegative matrix factorization with label information

(2017) Huirong Li et al.   NEUROCOMPUTING

Semi-supervised convex nonnegative matrix factorizations with graph regularized for image representation

(2017) Guopeng Li et al.   NEUROCOMPUTING

Nonnegative matrix factorization algorithms for link prediction in temporal networks using graph communicability

(2017) Xiaoke Ma et al.   PATTERN RECOGNITION

Constrained maximum correntropy adaptive filtering

(2017) Siyuan Peng et al.   SIGNAL PROCESSING

Influential features PCA for high dimensional clustering

(2016) Jiashun Jin et al.   ANNALS OF STATISTICS

Correntropy induced metric based graph regularized non-negative matrix factorization

(2016) Yuanyuan Wang et al.   NEUROCOMPUTING

Semi-Supervised Nonnegative Matrix Factorization via Constraint Propagation

(2016) Di Wang et al.   IEEE Transactions on Cybernetics

Information Theoretic Shape Matching

(2014) Erion Hasanbelliu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Multiple graph regularized nonnegative matrix factorization

(2013) Jim Jing-Yan Wang et al.   PATTERN RECOGNITION

Nonnegative Matrix Factorization: A Comprehensive Review

(2012) Yu-Xiong Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Constrained Nonnegative Matrix Factorization for Image Representation

(2011) Haifeng Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Graph dual regularization non-negative matrix factorization for co-clustering

(2011) Fanhua Shang et al.   PATTERN RECOGNITION

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS

Clustering high-dimensional data

(2009) Hans-Peter Kriegel et al.   ACM Transactions on Knowledge Discovery from Data