Liang Du

Xia Wang

Inf. Fusion, December, 2023

Adaptive Consensus Clustering for Multiple K-Means Via Base Results Refining.

[BibT_eX]

[DOI]

Xuejun Li

IEEE Trans. Knowl. Data Eng., October, 2023

Self-paced Adaptive Bipartite Graph Learning for Consensus Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, June, 2023

Balanced Spectral Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2023

Learnable Graph Filter for Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Active deep image clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Clustering ensemble via structured hypergraph learning.

[BibT_eX]

[DOI]

Inf. Fusion, 2022

2021

Self-Paced Clustering Ensemble.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Graph-based Kullback-Leibler Divergence Minimization for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Xiaolin Lv

Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021

Direct Alignment Maximization for Clustering Ensemble.

[BibT_eX]

[DOI]

Proceedings of the ICMLSC '21: 2021 The 5th International Conference on Machine Learning and Soft Computing, 2021

Tri-level Robust Clustering Ensemble with Multiple Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Unsupervised feature selection with adaptive multiple graph learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Unsupervised feature selection for balanced clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Local Sensitive Dual Concept Factorization for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

IEEE Access, 2020

Discriminative Multiple Kernel Concept Factorization for Data Representation.

[BibT_eX]

[DOI]

IEEE Access, 2020

Unsupervised Dual Learning for Feature and Instance Selection.

[BibT_eX]

[DOI]

IEEE Access, 2020

Self-paced Consensus Clustering with Bipartite Graph.

[BibT_eX]

[DOI]

Xuejun Li

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Manifold Adaptive Multiple Kernel K-Means for Clustering.

[BibT_eX]

[DOI]

Proceedings of the ACAI 2020: 3rd International Conference on Algorithms, 2020

2019

Incremental multi-view spectral clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Unsupervised Robust Multiple Kernel Learning via Extracting Local and Global Noises.

[BibT_eX]

[DOI]

Fan Ye

IEEE Access, 2019

Local Graph Reconstruction for Parameter Free Unsupervised Feature Selection.

[BibT_eX]

[DOI]

IEEE Access, 2019

Incremental Multi-view Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Consensus Graph Weighting via Trace Ratio Criterion for Multi-view Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Xiaolin Lv

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

Semi-Supervised Learning Through Label Propagation on Geodesics.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

2017

Top-k Supervise Feature Selection via ADMM for Integer Programming.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2015

Efficient sequential feature selection based on adaptive eigenspace model.

[BibT_eX]

[DOI]

Neurocomputing, 2015

An LLE based Heterogeneous Metric Learning for Cross-media Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Unsupervised Feature Selection with Adaptive Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Learning a Robust Consensus Matrix for Clustering Ensemble via Kullback-Leibler Divergence Minimization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Recovery of Corrupted Multiple Kernels for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Robust Multiple Kernel K-means Using L21-Norm.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Experimental Design with Multiple Kernels.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Convex Batch Mode Active Sampling via α-Relative Pearson Divergence.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Robust Spectral Learning for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Lei Shi

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Update Summarization via Graph-Based Sentence Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Heterogeneous Metric Learning for Cross-Modal Multimedia Retrieval.

[BibT_eX]

[DOI]

Jun Deng

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

A Self-Supervised Framework for Clustering Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Joint Clustering and Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Towards Robust Co-Clustering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Local and Global Discriminative Learning for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Robust Nonnegative Matrix Factorization via Half-Quadratic Minimization.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Graph-Based Marginal Ranking for Update Summarization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

User Graph Regularized Pairwise Matrix Factorization for Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

Cluster Ensembles via Weighted Graph Regularized Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]