Robust dual-graph discriminative NMF for data classification

Endmember independence constrained hyperspectral unmixing via nonnegative tensor factorization

(2021) Jin-Ju Wang et al.   KNOWLEDGE-BASED SYSTEMS

Residual-driven Fuzzy C-Means Clustering for Image Segmentation

(2021) Cong Wang et al.   IEEE-CAA Journal of Automatica Sinica

Sparse fuzzy two-dimensional discriminant local preserving projection (SF2DDLPP) for robust image feature extraction

(2021) Minghua Wan et al.   INFORMATION SCIENCES

Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process

(2021) Donglei Zheng et al.   IEEE-CAA Journal of Automatica Sinica

Supervised Low-Rank Embedded Regression (SLRER) for Robust Subspace Learning

(2021) Minghua Wan et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Biased unconstrained non-negative matrix factorization for clustering

(2021) Ping Deng et al.   KNOWLEDGE-BASED SYSTEMS

Symmetric Nonnegative Matrix Factorization-Based Community Detection Models and Their Convergence Analysis

(2021) Xin Luo et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-view clustering by non-negative matrix factorization with co-orthogonal constraints

(2020) Naiyao Liang et al.   KNOWLEDGE-BASED SYSTEMS

A supervised non-negative matrix factorization model for speech emotion recognition

(2020) Mixiao Hou et al.   SPEECH COMMUNICATION

Robust nonnegative matrix factorization with structure regularization

(2020) Qi Huang et al.   NEUROCOMPUTING

Discriminative subspace matrix factorization for multiview data clustering

(2020) Jiaqi Ma et al.   PATTERN RECOGNITION

Unsupervised Learning Framework With Multidimensional Scaling in Predicting Epithelial-Mesenchymal Transitions

(2020) Yushan Qiu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Constrained Matrix Factorization for Semi-weakly Learning with Label Proportions

(2019) Zhensong Chen et al.   PATTERN RECOGNITION

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

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

Regularized nonnegative matrix factorization with adaptive local structure learning

(2019) Shudong Huang et al.   NEUROCOMPUTING

Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing

(2019) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Semi-Supervised Graph Regularized Deep NMF With Bi-Orthogonal Constraints for Data Representation

(2019) Yang Meng et al.   IEEE Transactions on Neural Networks and Learning Systems

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

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

Discriminative Multidimensional Scaling for Low-Resolution Face Recognition

(2018) Fuwei Yang et al.   IEEE SIGNAL PROCESSING LETTERS

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification

(2018) Yuwu Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Manifold NMF with L 21 norm for clustering

(2018) Baolei Wu et al.   NEUROCOMPUTING

Robust Structured Nonnegative Matrix Factorization for Image Representation

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

Local graph embedding based on maximum margin criterion via fuzzy set

(2017) Minghua Wan et al.   FUZZY SETS AND SYSTEMS

Graph-based discriminative nonnegative matrix factorization with label information

(2017) Huirong Li et al.   NEUROCOMPUTING

Discriminative Nonnegative Matrix Factorization for dimensionality reduction

(2016) Mohammadreza Babaee et al.   NEUROCOMPUTING

Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering

(2015) Ming Yin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition

(2013) Zhuolin Jiang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Graph regularized discriminative non-negative matrix factorization for face recognition

(2013) Xianzhong Long et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Multiple graph regularized nonnegative matrix factorization

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

Subclass discriminant Nonnegative Matrix Factorization for facial image analysis

(2012) Symeon Nikitidis et al.   PATTERN RECOGNITION

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

Locally Consistent Concept Factorization for Document Clustering

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

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

Convex and Semi-Nonnegative Matrix Factorizations

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