Dual semi-supervised convex nonnegative matrix factorization for data representation

Nonnegative matrix factorization with local similarity learning

(2021) Chong Peng et al.   INFORMATION SCIENCES

Semi-Supervised Multi-view Clustering based on Orthonormality-constrained Nonnegative Matrix Factorization

(2020) Hao Cai et al.   INFORMATION SCIENCES

Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization

(2020) Yuheng Jia et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust semi-supervised nonnegative matrix factorization for image clustering

(2020) Siyuan Peng et al.   PATTERN RECOGNITION

Robust distribution-based nonnegative matrix factorizations for dimensionality reduction

(2020) Xinjun Peng et al.   INFORMATION SCIENCES

Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization

(2019) Wenhui Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Hyperplane-based nonnegative matrix factorization with label information

(2019) Xinjun Peng et al.   INFORMATION SCIENCES

Non-Negative Matrix Factorization With Locality Constrained Adaptive Graph

(2019) Yugen Yi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Low-rank nonnegative matrix factorization on Stiefel manifold

(2019) Ping He et al.   INFORMATION SCIENCES

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

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

Robust High-Order Manifold Constrained Sparse Principal Component Analysis for Image Representation

(2018) Nan Zhou et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Multi-view clustering based on graph-regularized nonnegative matrix factorization for object recognition

(2018) Xinyu Zhang et al.   INFORMATION SCIENCES

Pairwise Constraint Propagation-Induced Symmetric Nonnegative Matrix Factorization

(2018) Wenhui Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Structured Nonnegative Matrix Factorization for Image Representation

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

Correntropy based graph regularized concept factorization for clustering

(2018) Siyuan Peng et al.   NEUROCOMPUTING

Group Sparsity and Graph Regularized Semi-Nonnegative Matrix Factorization with Discriminability for Data Representation

(2017) Peng Luo et al.   Entropy

Penalized nonnegative matrix tri-factorization for co-clustering

(2017) Shiping Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

A Semi-NMF-PCA Unified Framework for Data Clustering

(2017) Kais Allab et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

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

(2017) Guopeng Li et al.   NEUROCOMPUTING

Constrained neighborhood preserving concept factorization for data representation

(2016) Mei Lu et al.   KNOWLEDGE-BASED SYSTEMS

Constrained Clustering With Nonnegative Matrix Factorization

(2016) Xianchao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Semi-Supervised Nonnegative Matrix Factorization via Constraint Propagation

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

Convex nonnegative matrix factorization with manifold regularization

(2015) Wenjun Hu et al.   NEURAL NETWORKS

Dual-graph regularized concept factorization for clustering

(2014) Jun Ye et al.   NEUROCOMPUTING

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

A comparative study of TF*IDF, LSI and multi-words for text classification

(2010) Wen Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Locally Consistent Concept Factorization for Document Clustering

(2010) Deng Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Linear and Nonlinear Projective Nonnegative Matrix Factorization

(2010) Zhirong Yang 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