Robust distribution-based nonnegative matrix factorizations for dimensionality reduction

Hyperplane-based nonnegative matrix factorization with label information

(2019) Xinjun Peng et al.   INFORMATION SCIENCES

Hierarchical online NMF for detecting and tracking topic hierarchies in a text stream

(2018) Ding Tu 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

Online Data Organizer: Micro-Video Categorization by Structure-Guided Multimodal Dictionary Learning

(2018) Meng Liu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Graph-based discriminative concept factorization for data representation

(2017) Huirong Li et al.   KNOWLEDGE-BASED SYSTEMS

Graph-based discriminative nonnegative matrix factorization with label information

(2017) Huirong Li et al.   NEUROCOMPUTING

Online kernel nonnegative matrix factorization

(2017) Fei Zhu et al.   SIGNAL PROCESSING

Learning User Attributes via Mobile Social Multimedia Analytics

(2017) Liqiang Nie et al.   ACM Transactions on Intelligent Systems and Technology

Discriminative Nonnegative Matrix Factorization for dimensionality reduction

(2016) Mohammadreza Babaee et al.   NEUROCOMPUTING

Supervised kernel nonnegative matrix factorization for face recognition

(2016) Wen-Sheng Chen et al.   NEUROCOMPUTING

Semi-Supervised Nonnegative Matrix Factorization via Constraint Propagation

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

Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features

(2015) Liansheng Zhuang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Convex nonnegative matrix factorization with manifold regularization

(2015) Wenjun Hu et al.   NEURAL NETWORKS

Local regularization concept factorization and its semi-supervised extension for image representation

(2015) Zhenqiu Shu et al.   NEUROCOMPUTING

A unified algorithm for mixed $$l_{2,p}$$ l 2 , p -minimizations and its application in feature selection

(2014) Liping Wang et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Image clustering by hyper-graph regularized non-negative matrix factorization

(2014) Kun Zeng et al.   NEUROCOMPUTING

Constrained Concept Factorization for Image Representation

(2013) Haifeng Liu et al.   IEEE Transactions on Cybernetics

Nonnegative Local Coordinate Factorization for Image Representation

(2012) Yan Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Lower Bound Theory of Nonzero Entries in Solutions of $\ell_2$-$\ell_p$ Minimization

(2012) Xiaojun Chen et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Constrained Nonnegative Matrix Factorization for Image Representation

(2011) Haifeng Liu 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

Graph-Preserving Sparse Nonnegative Matrix Factorization With Application to Facial Expression Recognition

(2010) Ruicong Zhi et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Semi-Supervised Nonnegative Matrix Factorization

(2009) Hyekyoung Lee et al.   IEEE SIGNAL PROCESSING LETTERS

Nonnegative Matrix Factorization in Polynomial Feature Space

(2008) I. Buciu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Convex and Semi-Nonnegative Matrix Factorizations

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