Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior

A Survey on Concept Factorization: From Shallow to Deep Representation Learning

(2021) Zhao Zhang et al.   INFORMATION PROCESSING & MANAGEMENT

Tensorized Multi-view Subspace Representation Learning

(2020) Changqing Zhang et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Unsupervised Binary Representation Learning with Deep Variational Networks

(2019) Yuming Shen et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation

(2019) Zhao Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering

(2019) Zhao Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Generalized Separable Nonnegative Matrix Factorization

(2019) Junjun Pan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Community detection in multi-layer networks using joint nonnegative matrix factorization

(2018) Xiaoke Ma et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization

(2018) Renbo Zhao et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Weakly Supervised Deep Matrix Factorization for Social Image Understanding

(2017) Zechao Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Deep Matrix Factorization Method for Learning Attribute Representations

(2017) George Trigeorgis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Graph-regularized CF with local coordinate for image representation

(2017) Huirong Li et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Graph-Regularized Local Coordinate Concept Factorization for Image Representation

(2017) Jun Ye et al.   NEURAL PROCESSING LETTERS

Graph regularized multilayer concept factorization for data representation

(2017) Xue Li et al.   NEUROCOMPUTING

Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering

(2017) Xuelong Li et al.   IEEE Transactions on Cybernetics

Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification

(2016) Zhao Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF

(2015) Roozbeh Rajabi et al.   IEEE Geoscience and Remote Sensing Letters

Dual-graph regularized concept factorization for clustering

(2014) Jun Ye et al.   NEUROCOMPUTING

Semi-Supervised Linear Discriminant Clustering

(2013) Chien-Liang Liu et al.   IEEE Transactions on Cybernetics

Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection

(2013) Chenping Hou et al.   IEEE Transactions on Cybernetics

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