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Changshui Zhang (Selection)

Chang-shui Zhang

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215Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChenping Hou, Feiping Nie, Fei Wang, Changshui Zhang, Yi Wu: Semisupervised Learning Using Negative Labels. IEEE Transactions on Neural Networks 22(3): 420-432 (2011)
214Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Bin Zhao, Changshui Zhang: Unsupervised Large Margin Discriminative Projection. IEEE Transactions on Neural Networks 22(9): 1446-1456 (2011)
212Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang: Semi-supervised ranking aggregation. Inf. Process. Manage. 47(3): 415-425 (2011)
205Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJiawei Lv, Jianwen Zhang, Fei Wang, Zheng Wang, Changshui Zhang: Compressed Learning with Regular Concept. ALT 2010: 163-178
196Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Bin Zhao, Changshui Zhang: Linear time maximum margin clustering. IEEE Transactions on Neural Networks 21(2): 319-332 (2010)
191Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang: Interactive localized content based image retrieval with multiple-instance active learning. Pattern Recognition 43(2): 478-484 (2010)
189Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChangshui Zhang, Fei Wang: A multilevel approach for learning from labeled and unlabeled data on graphs. Pattern Recognition 43(6): 2301-2314 (2010)
186Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Chen, Jianwen Zhang, Fei Wang, Changshui Zhang, Yuli Gao: Efficient multi-label classification with hypergraph regularization. CVPR 2009: 1658-1665
184Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, James Tin-Yau Kwok, Fei Wang, Changshui Zhang: Unsupervised Maximum Margin Feature Selection with manifold regularization. CVPR 2009: 888-895
170Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang, Tao Li: Clustering with Local and Global Regularization. IEEE Trans. Knowl. Data Eng. 21(12): 1665-1678 (2009)
168Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingdong Wang, Fei Wang, Changshui Zhang, Helen C. Shen, Long Quan: Linear Neighborhood Propagation and Its Applications. IEEE Trans. Pattern Anal. Mach. Intell. 31(9): 1600-1615 (2009)
165Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang: Block-Quantized Support Vector Ordinal Regression. IEEE Transactions on Neural Networks 20(5): 882-890 (2009)
164Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Chen, Fei Wang, Changshui Zhang: Collaborative filtering using orthogonal nonnegative matrix tri-factorization. Inf. Process. Manage. 45(3): 368-379 (2009)
159Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang: Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. Pattern Anal. Appl. 12(2): 99-115 (2009)
156Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Xin Wang, Daoqiang Zhang, Changshui Zhang, Tao Li: marginFace: A novel face recognition method by average neighborhood margin maximization. Pattern Recognition 42(11): 2863-2875 (2009)
150no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: On Discriminative Semi-Supervised Classification. AAAI 2008: 720-725
149no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Tao Li, Gang Wang, Changshui Zhang: Semi-supervised Classification Using Local and Global Regularization. AAAI 2008: 726-731
148no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDan Zhang, Fei Wang, Changshui Zhang, Tao Li: Multi-View Local Learning. AAAI 2008: 752-757
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang: Semi-supervised ranking aggregation. CIKM 2008: 1427-1428
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Shouchun Chen, Changshui Zhang, Tao Li: Semi-supervised metric learning by maximizing constraint margin. CIKM 2008: 1457-1458
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song: Active model selection for Graph-Based Semi-Supervised Learning. ICASSP 2008: 1881-1884
137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang: Maximum Margin Embedding. ICDM 2008: 1127-1132
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang: Localized content based image retrieval by multiple instance active learning. ICIP 2008: 921-924
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang: Efficient multiclass maximum margin clustering. ICML 2008: 1248-1255
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang: Cuts3vm: a fast semi-supervised svm algorithm. KDD 2008: 830-838
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Tao Li, Changshui Zhang: Semi-Supervised Clustering via Matrix Factorization. SDM 2008: 1-12
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDan Zhang, Jingdong Wang, Fei Wang, Changshui Zhang: Semi-Supervised Classification with Universum. SDM 2008: 323-333
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Chen, Yangqiu Song, Fei Wang, Changshui Zhang: Semi-supervised Multi-label Learning by Solving a Sylvester Equation. SDM 2008: 410-419
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang: Efficient Maximum Margin Clustering via Cutting Plane Algorithm. SDM 2008: 751-762
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Label Propagation through Linear Neighborhoods. IEEE Trans. Knowl. Data Eng. 20(1): 55-67 (2008)
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Semisupervised Learning Based on Generalized Point Charge Models. IEEE Transactions on Neural Networks 19(7): 1307-1311 (2008)
112no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang, Tao Li: Clustering with Local and Global Regularization. AAAI 2007: 657-662
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Feature Extraction by Maximizing the Average Neighborhood Margin. CVPR 2007
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiang Xiong, Fei Wang, Changshui Zhang: Semi-definite Manifold Alignment. ECML 2007: 773-781
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiang Xiong, Fei Wang, Changshui Zhang: Multilevel Belief Propagation for Fast Inference on Markov Random Fields. ICDM 2007: 371-380
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGang Chen, Fei Wang, Changshui Zhang: Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization. ICDM Workshops 2007: 303-308
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShouchun Chen, Fei Wang, Changshui Zhang: Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships. ICDM Workshops 2007: 387-392
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Fast Multilevel Transduction on Graphs. SDM 2007
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang, Tao Li: Regularized clustering for documents. SIGIR 2007: 95-102
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Shijun Wang, Changshui Zhang, Ole Winther: Semi-Supervised Mean Fields. Journal of Machine Learning Research - Proceedings Track 2: 596-603 (2007)
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Robust self-tuning semi-supervised learning. Neurocomputing 70(16-18): 2931-2939 (2007)
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Jingdong Wang, Changshui Zhang, James T. Kwok: Face recognition using spectral features. Pattern Recognition 40(10): 2786-2797 (2007)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang, Helen C. Shen, Jingdong Wang: Semi-Supervised Classification Using Linear Neighborhood Propagation. CVPR (1) 2006: 160-167
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Label propagation through linear neighborhoods. ICML 2006: 985-992
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Spectral Clustering for Time Series. ICAPR (1) 2005: 345-354
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang, Naijiang Lu: Boosting GMM and Its Two Applications. Multiple Classifier Systems 2005: 12-21

Selection of 46 from 229 records - Changshui Zhang has 135 coauthors

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