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Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity

IEEE transactions on knowledge and data engineering, 2023-11, Vol.35 (11), p.1-16

2023

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Multi-View Graph Learning by Joint Modeling of Consistency and Inconsistency

IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.2848-2862

2024

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Locally Weighted Ensemble Clustering

IEEE transactions on cybernetics, 2018-05, Vol.48 (5), p.1460-1473

2018

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Ultra-Scalable Spectral Clustering and Ensemble Clustering

IEEE transactions on knowledge and data engineering, 2020-06, Vol.32 (6), p.1212-1226

2020

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Robust Ensemble Clustering Using Probability Trajectories

IEEE transactions on knowledge and data engineering, 2016-05, Vol.28 (5), p.1312-1326

2016

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Multi-View Clustering Based on Belief Propagation

IEEE transactions on knowledge and data engineering, 2016-04, Vol.28 (4), p.1007-1021

2016

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Low-Rank Tensor Based Proximity Learning for Multi-View Clustering

IEEE transactions on knowledge and data engineering, 2023-05, Vol.35 (5), p.5076-5090

2023

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Enhanced Ensemble Clustering via Fast Propagation of Cluster-Wise Similarities

IEEE transactions on systems, man, and cybernetics. Systems, 2021-01, Vol.51 (1), p.508-520

2021

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Seeking commonness and inconsistencies: A jointly smoothed approach to multi-view subspace clustering

Information fusion, 2023-03, Vol.91, p.364-375

2023

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HB-DSBM: Modeling the Dynamic Complex Networks From Community Level to Node Level

IEEE transaction on neural networks and learning systems, 2023-11, Vol.34 (11), p.8310-8323

2023

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HM-Modularity: A Harmonic Motif Modularity Approach for Multi-Layer Network Community Detection

IEEE transactions on knowledge and data engineering, 2021-06, Vol.33 (6), p.2520-2533

2021

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Refining Graph Structure for Incomplete Multi-View Clustering

IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.2300-2313

2024

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Alterations of brain activity and functional connectivity in transition from acute to chronic tinnitus

Human brain mapping, 2021-02, Vol.42 (2), p.485-494

2021

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MVStream: Multiview Data Stream Clustering

IEEE transaction on neural networks and learning systems, 2020-09, Vol.31 (9), p.3482-3496

2020

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Hybrid-Order Anomaly Detection on Attributed Networks

IEEE transactions on knowledge and data engineering, 2023-12, Vol.35 (12), p.12249-12263

2023

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Deep Rating and Review Neural Network for Item Recommendation

IEEE transaction on neural networks and learning systems, 2022-11, Vol.33 (11), p.6726-6736

2022

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Serendipitous Recommendation in E-Commerce Using Innovator-Based Collaborative Filtering

IEEE transactions on cybernetics, 2019-07, Vol.49 (7), p.2678-2692

2019

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Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond

IEEE transactions on cybernetics, 2022-11, Vol.52 (11), p.12231-12244

2022

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Smoothness Regularized Multiview Subspace Clustering With Kernel Learning

IEEE transaction on neural networks and learning systems, 2021-11, Vol.32 (11), p.5047-5060

2021

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Time-Aware Multibehavior Contrastive Learning for Social Recommendation

IEEE transactions on industrial informatics, 2024-04, Vol.20 (4), p.6424-6435

2024

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Multi-View Consensus Proximity Learning for Clustering

IEEE transactions on knowledge and data engineering, 2022-07, Vol.34 (7), p.3405-3417

2022

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Multiview Subspace Clustering With Grouping Effect

IEEE transactions on cybernetics, 2022-08, Vol.52 (8), p.7655-7668

2022

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Multiview Clustering via Proximity Learning in Latent Representation Space

IEEE transaction on neural networks and learning systems, 2023-02, Vol.34 (2), p.973-986

2023

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Hybrid-Order Gated Graph Neural Network for Session-Based Recommendation

IEEE transactions on industrial informatics, 2022-03, Vol.18 (3), p.1458-1467

2022

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An Autoencoder Framework With Attention Mechanism for Cross-Domain Recommendation

IEEE transactions on cybernetics, 2022-06, Vol.52 (6), p.5229-5241

2022

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Fast Multi-view Clustering via Ensembles: Towards Scalability, Superiority, and Simplicity

Multi-View Graph Learning by Joint Modeling of Consistency and Inconsistency

Locally Weighted Ensemble Clustering

Ultra-Scalable Spectral Clustering and Ensemble Clustering

Robust Ensemble Clustering Using Probability Trajectories

Multi-View Clustering Based on Belief Propagation

Low-Rank Tensor Based Proximity Learning for Multi-View Clustering

Enhanced Ensemble Clustering via Fast Propagation of Cluster-Wise Similarities

Seeking commonness and inconsistencies: A jointly smoothed approach to multi-view subspace clustering

HB-DSBM: Modeling the Dynamic Complex Networks From Community Level to Node Level

HM-Modularity: A Harmonic Motif Modularity Approach for Multi-Layer Network Community Detection

Refining Graph Structure for Incomplete Multi-View Clustering

Alterations of brain activity and functional connectivity in transition from acute to chronic tinnitus

MVStream: Multiview Data Stream Clustering

Hybrid-Order Anomaly Detection on Attributed Networks

Deep Rating and Review Neural Network for Item Recommendation

Serendipitous Recommendation in E-Commerce Using Innovator-Based Collaborative Filtering

Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond

Smoothness Regularized Multiview Subspace Clustering With Kernel Learning

Time-Aware Multibehavior Contrastive Learning for Social Recommendation

Multi-View Consensus Proximity Learning for Clustering

Multiview Subspace Clustering With Grouping Effect

Multiview Clustering via Proximity Learning in Latent Representation Space

Hybrid-Order Gated Graph Neural Network for Session-Based Recommendation

An Autoencoder Framework With Attention Mechanism for Cross-Domain Recommendation

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