Joint representation learning for multi-view subspace clustering

Auto-weighted multi-view co-clustering via fast matrix factorization

(2020) Feiping Nie et al.   PATTERN RECOGNITION

One-step Kernel Multi-view Subspace Clustering

(2019) Guang-Yu Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Essential Tensor Learning for Multi-View Spectral Clustering

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

GMC: Graph-Based Multi-View Clustering

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

Ultra-Scalable Spectral Clustering and Ensemble Clustering

(2019) Dong Huang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization

(2018) Yuan Xie et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

TW-Co- k -means: Two-level weighted collaborative k -means for multi-view clustering

(2018) Guang-Yu Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-view low-rank sparse subspace clustering

(2018) Maria Brbić et al.   PATTERN RECOGNITION

Discriminative metric learning for multi-view graph partitioning

(2018) Juan-Hui Li et al.   PATTERN RECOGNITION

Graph Structure Fusion for Multiview Clustering

(2018) Kun Zhan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Multiview Subspace Clustering via Tensorial t-Product Representation

(2018) Ming Yin et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-view intact space clustering

(2018) Ling Huang et al.   PATTERN RECOGNITION

Auto-weighted multi-view clustering via kernelized graph learning

(2018) Shudong Huang et al.   PATTERN RECOGNITION

One-Step Multi-View Spectral Clustering

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Multi-view collaborative locally adaptive clustering with Minkowski metric

(2017) Guang-Yu Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Innovation Pursuit: A New Approach to Subspace Clustering

(2017) Mostafa Rahmani et al.   IEEE TRANSACTIONS ON SIGNAL 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

Robust Subspace Clustering via Thresholding

(2015) Reinhard Heckel et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Collaborative Fuzzy Clustering From Multiple Weighted Views

(2015) Yizhang Jiang et al.   IEEE Transactions on Cybernetics

Sparse Subspace Clustering: Algorithm, Theory, and Applications

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

Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging

(2013) Misha E. Kilmer et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Robust Recovery of Subspace Structures by Low-Rank Representation

(2012) Guangcan Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

TW-k-means: Automated two-level variable weighting clustering algorithm for multiview data

(2011) Xiaojun Chen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Factorization strategies for third-order tensors

(2010) Misha E. Kilmer et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration

(2009) Junfeng Yang et al.   SIAM Journal on Imaging Sciences