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A fast projected fixed-point algorithm for large graph matching 期刊论文
PATTERN RECOGNITION, 2016, 卷号: 60, 页码: 971-982
Authors:  Lu, Yao;  Huang, Kaizhu;  Liu, Cheng-Lin
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Graph Matching  Projected Fixed-point  Large Graph Algorithm  Feature Correspondence  Point Matching  
DE2: Dynamic ensemble of ensembles for learning nonstationary data 期刊论文
NEUROCOMPUTING, 2015, 卷号: 165, 页码: 14-22
Authors:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei
Favorite  |  View/Download:233/0  |  Submit date:2015/09/17
Ensemble Of Ensembles  Growing Ensemble  Sparsity Learning  Nonstationary Environment  Concept Drift  Incremental Learning  
MTC: A Fast and Robust Graph-Based Transductive Learning Method 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 9, 页码: 1979-1991
Authors:  Zhang, Yan-Ming;  Huang, Kaizhu;  Geng, Guang-Gang;  Liu, Cheng-Lin
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Graph-based Method  Large-scale Manifold Learning  Semisupervised Learning (Ssl)  Transductive Learning (Tl)  
Learning Locality Preserving Graph from Data 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART-B, 2014, 卷号: 44, 期号: 11, 页码: 2088-2098
Authors:  Zhang, Yan-Ming;  Huang, Kaizhu;  Hou, Xinwen;  Liu, Cheng-Lin
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Convex ensemble learning with sparsity and diversity 期刊论文
INFORMATION FUSION, 2014, 卷号: 20, 页码: 49-59
Authors:  Yin, Xu-Cheng;  Huang, Kaizhu;  Yang, Chun;  Hao, Hong-Wei
Favorite  |  View/Download:62/0  |  Submit date:2015/08/12
Classifier Ensemble  Sparsity  Diversity  Convex Quadratic Programming  
A novel classifier ensemble method with sparsity and diversity 期刊论文
NEUROCOMPUTING, 2014, 卷号: 134, 页码: 214-221
Authors:  Yin, Xu-Cheng;  Huang, Kaizhu;  Hao, Hong-Wei;  Iqbal, Khalid;  Wang, Zhi-Bin
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Classifier Ensemble  Sparsity Learning  Diversity Learning  Neural Network Ensembles  Genetic Algorithm  
Combination of Classification and Clustering Results with Label Propagation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2014, 卷号: 21, 期号: 5, 页码: 610-614
Authors:  Zhang, Xu-Yao;  Yang, Peipei;  Zhang, Yan-Ming;  Huang, Kaizhu;  Liu, Cheng-Lin
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Classification  Clustering  Label Propagation  
Robust Text Detection in Natural Scene Images 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2014, 卷号: 36, 期号: 5, 页码: 970-983
Authors:  Yin, Xu-Cheng;  Yin, Xuwang;  Huang, Kaizhu;  Hao, Hong-Wei
Favorite  |  View/Download:90/0  |  Submit date:2015/08/12
Scene Text Detection  Maximally Stable Extremal Regions  Single-link Clustering  Distance Metric Learning  
Graphical lasso quadratic discriminant function and its application to character recognition 期刊论文
NEUROCOMPUTING, 2014, 卷号: 129, 页码: 33-40
Authors:  Xu, Bo;  Huang, Kaizhu;  King, Irwin;  Liu, Cheng-Lin;  Sun, Jun;  Satoshi, Naoi
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Graphical Lasso  Quadratic Discriminant Function  Character Recognition  
Geometry preserving multi-task metric learning 期刊论文
MACHINE LEARNING, 2013, 卷号: 92, 期号: 1, 页码: 133-175
Authors:  Yang, Peipei;  Huang, Kaizhu;  Liu, Cheng-Lin
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Multi-task Learning  Metric Learning  Geometry Preserving  Von Neumann Divergence  Bregman Matrix Divergence