A Generalized Deep Learning Algorithm Based on NMF for Multi-View Clustering

Multi-view clustering via deep concept factorization

(2021) Shuai Chang et al.   KNOWLEDGE-BASED SYSTEMS

Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering

(2021) Yongyong Chen et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Multi-view spectral clustering via constrained nonnegative embedding

(2021) S. El Hajjar et al.   Information Fusion

Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization

(2021) Kai Li et al.   IEEE Transactions on Cybernetics

Robust semi-supervised nonnegative matrix factorization for image clustering

(2020) Siyuan Peng et al.   PATTERN RECOGNITION

Semi-supervised multi-view clustering with Graph-regularized Partially Shared Non-negative Matrix Factorization

(2019) Naiyao Liang et al.   KNOWLEDGE-BASED SYSTEMS

Deep graph regularized non-negative matrix factorization for multi-view clustering

(2019) Jianqiang Li et al.   NEUROCOMPUTING

Auto-weighted multi-view clustering via deep matrix decomposition

(2019) Shudong Huang et al.   PATTERN RECOGNITION

GMC: Graph-Based Multi-View Clustering

(2019) Hao Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

(2018) Xinyu Zhang et al.   INFORMATION SCIENCES

Multi-view low-rank sparse subspace clustering

(2018) Maria Brbić et al.   PATTERN RECOGNITION

Multiview Clustering Based on Non-Negative Matrix Factorization and Pairwise Measurements

(2018) Xiumei Wang et al.   IEEE Transactions on Cybernetics

Multi-view Subspace Clustering with Intactness-Aware Similarity

(2018) Xiaobo Wang et al.   PATTERN RECOGNITION

A study of graph-based system for multi-view clustering

(2018) Hao Wang et al.   KNOWLEDGE-BASED SYSTEMS

Generalized Latent Multi-View Subspace Clustering

(2018) Changqing Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Re-Weighted Discriminatively Embedded $K$ -Means for Multi-View Clustering

(2017) Jinglin Xu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-view clustering via multi-manifold regularized non-negative matrix factorization

(2017) Linlin Zong et al.   NEURAL NETWORKS

Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus

(2015) Yang Wang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Robust Manifold Nonnegative Matrix Factorization

(2014) Jin Huang et al.   ACM Transactions on Knowledge Discovery from Data

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Subspace Clustering

(2011) Rene Vidal   IEEE SIGNAL PROCESSING MAGAZINE