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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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Efficient Clustering Aggregation Based on Data Fragments 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 3, 页码: 913-926
Authors:  Wu, Ou;  Hu, Weiming;  Maybank, Stephen J.;  Zhu, Mingliang;  Li, Bing;  Ou Wu
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Clustering Aggregation  Comparison Measure  Computational Complexity  Data Fragment  Fragment-based Approach  Mutual Information  Point-based Approach  
Regression Reformulations of LLE and LTSA With Locally Linear Transformation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 5, 页码: 1250-1262
Authors:  Xiang, Shiming;  Nie, Feiping;  Pan, Chunhong;  Zhang, Changshui
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Improved Locally Linear Embedding (Lle) (iLle)  Lle  Local Tangent Space Alignment (Ltsa)  Regression Reformulation  
Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 3, 页码: 675-685
Authors:  Nie, Feiping;  Xu, Dong;  Li, Xuelong;  Xiang, Shiming
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Dimensionality Reduction  Label Propagation  Label Regression  Semisupervised Learning  Subspace Learning  
Unsupervised Active Learning Based on Hierarchical Graph-Theoretic Clustering 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2009, 卷号: 39, 期号: 5, 页码: 1147-1161
Authors:  Hu, Weiming;  Hu, Wei;  Xie, Nianhua;  Maybank, Steve
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Active Learning  Dominant-set Clustering  Image And Video Classification  Network Intrusion Detection  Spectral Clustering