Simultaneous multi-graph learning and clustering for multiview data

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI

(2021) Andreas Holzinger et al.   Information Fusion

Multi-view subspace clustering via partition fusion

(2021) Juncheng Lv et al.   INFORMATION SCIENCES

Structured Graph Learning for Scalable Subspace Clustering: From Single View to Multiview

(2021) Zhao Kang et al.   IEEE Transactions on Cybernetics

Nonnegative self-representation with a fixed rank constraint for subspace clustering

(2020) Guo Zhong et al.   INFORMATION SCIENCES

Simultaneously learning feature-wise weights and local structures for multi-view subspace clustering

(2020) Shi-Xun Lin et al.   KNOWLEDGE-BASED SYSTEMS

Learning robust affinity graph representation for multi-view clustering

(2020) Peiguang Jing et al.   INFORMATION SCIENCES

Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion

(2020) Jie Wen et al.   IEEE Transactions on Cybernetics

Simultaneous learning coefficient matrix and affinity graph for multiple kernel clustering

(2020) Zhenwen Ren et al.   INFORMATION SCIENCES

Discriminative subspace matrix factorization for multiview data clustering

(2020) Jiaqi Ma et al.   PATTERN RECOGNITION

Multi-graph fusion for multi-view spectral clustering

(2019) Zhao Kang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-view spectral clustering via sparse graph learning

(2019) Zhanxuan Hu et al.   NEUROCOMPUTING

Robust Graph Learning From Noisy Data

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

Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning

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

Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification

(2018) Feiping Nie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Subspace Clustering via Learning an Adaptive Low-Rank Graph

(2018) Ming Yin et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Adaptive Structure Concept Factorization for Multiview Clustering

(2018) Kun Zhan et al.   NEURAL COMPUTATION

Concept Factorization With Adaptive Neighbors for Document Clustering

(2018) Xiaobing Pei et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Dimension Reduction for Clustering With Local Adaptive Learning

(2018) Xiao-Dong Wang et al.   IEEE Transactions on Neural Networks and Learning Systems

Multi-view Subspace Clustering with Intactness-Aware Similarity

(2018) Xiaobo Wang et al.   PATTERN RECOGNITION

Multiview Consensus Graph Clustering

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

Spectral Clustering by Joint Spectral Embedding and Spectral Rotation

(2018) Yanwei Pang et al.   IEEE Transactions on Cybernetics

Robust Dual Clustering with Adaptive Manifold Regularization

(2017) Nengwen Zhao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING