Structured graph learning for clustering and semi-supervised classification

Deep Subspace Clustering

(2020) Xi Peng et al.   IEEE Transactions on Neural Networks and Learning Systems

Partition level multiview subspace clustering

(2019) Zhao Kang et al.   NEURAL NETWORKS

Auto-weighted multi-view clustering via deep matrix decomposition

(2019) Shudong Huang et al.   PATTERN RECOGNITION

Robust Graph Learning From Noisy Data

(2019) Zhao Kang et al.   IEEE Transactions on Cybernetics

Multiview Consensus Graph Clustering

(2018) Kun Zhan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Auto-weighted multi-view clustering via kernelized graph learning

(2018) Shudong Huang et al.   PATTERN RECOGNITION

Late Fusion Incomplete Multi-View Clustering

(2018) Xinwang Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Generalized Latent Multi-View Subspace Clustering

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

Robust Adaptive Embedded Label Propagation With Weight Learning for Inductive Classification

(2017) Zhao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection

(2017) Xiaofeng Zhu et al.   IEEE Transactions on Neural Networks and Learning Systems

Graph Based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood

(2015) Zhao Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust Structured Subspace Learning for Data Representation

(2015) Zechao Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

(2013) D. I. Shuman et al.   IEEE SIGNAL PROCESSING MAGAZINE

Robust Recovery of Subspace Structures by Low-Rank Representation

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

Multiple Kernel Fuzzy Clustering

(2011) Hsin-Chien Huang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Graph-optimized locality preserving projections

(2010) Limei Zhang et al.   PATTERN RECOGNITION

Clustering with Local and Global Regularization

(2009) Fei Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Stable local dimensionality reduction approaches

(2008) Chenping Hou et al.   PATTERN RECOGNITION