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Chang-shui Zhang

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DBLP keys2009
163Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang: Instance- and bag-level manifold regularization for aggregate outputs classification. CIKM 2009: 1593-1596
162Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMingjie Qian, Feiping Nie, Changshui Zhang: Efficient multi-class unlabeled constrained semi-supervised SVM. CIKM 2009: 1665-1668
161Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShuo Chen, Changshui Zhang: Selecting Informative Universum Sample for Semi-Supervised Learning. IJCAI 2009: 1016-1021
160Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Shuicheng Yan, Changshui Zhang: Semi-Supervised Classification on Evolutionary Data. IJCAI 2009: 1083-1088
159Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang: Spectral Embedded Clustering. IJCAI 2009: 1181-1186
158Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZheng Wang, Yangqiu Song, Changshui Zhang: Knowledge Transfer on Hybrid Graph. IJCAI 2009: 1291-1296
157Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang: On-line Evolutionary Exponential Family Mixture. IJCAI 2009: 1610-1615
156Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, James T. Kwok, Changshui Zhang: Multiple Kernel Clustering. SDM 2009: 638-649
155Electronic 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)
154Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang: Nonlinear Dimensionality Reduction with Local Spline Embedding. IEEE Trans. Knowl. Data Eng. 21(9): 1285-1298 (2009)
153Electronic 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)
152Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTao Ban, Changshui Zhang, Shigeo Abe: A new approach to discover interlacing data structures in high-dimensional space. J. Intell. Inf. Syst. 33(1): 3-22 (2009)
151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang: Embedding new data points for manifold learning via coordinate propagation. Knowl. Inf. Syst. 19(2): 159-184 (2009)
150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQutang Cai, Changshui Zhang, Chunyi Peng: Analysis of classification margin for classification accuracy with applications. Neurocomputing 72(7-9): 1960-1968 (2009)
149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang: Extracting the optimal dimensionality for local tensor discriminant analysis. Pattern Recognition 42(1): 105-114 (2009)
148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang: Semi-supervised orthogonal discriminant analysis via label propagation. Pattern Recognition 42(11): 2615-2627 (2009)
147Electronic 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)
146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Changshui Zhang: Front-view vehicle detection by Markov chain Monte Carlo method. Pattern Recognition 42(3): 313-321 (2009)
145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Changshui Zhang: Fast nonlinear autocorrelation algorithm for source separation. Pattern Recognition 42(9): 1732-1741 (2009)
144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChenping Hou, Changshui Zhang, Yi Wu, Yuanyuan Jiao: Stable local dimensionality reduction approaches. Pattern Recognition 42(9): 2054-2066 (2009)
2008
143no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Changshui Zhang: Instance-level Semisupervised Multiple Instance Learning. AAAI 2008: 640-645
142no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan: Trace Ratio Criterion for Feature Selection. AAAI 2008: 671-676
141no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: On Discriminative Semi-Supervised Classification. AAAI 2008: 720-725
140no 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
139no 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
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua: Finding image exemplars using fast sparse affinity propagation. ACM Multimedia 2008: 639-642
137Electronic 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
136Electronic 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
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKun Gai, Zhenwei Shi, Changshui Zhang: Blindly separating mixtures of multiple layers with spatial shifts. CVPR 2008
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan: Normalized tree partitioning for image segmentation. CVPR 2008
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingyu Cui, Qiong Yang, Fang Wen, Qiying Wu, Changshui Zhang, Luc J. Van Gool, Xiaoou Tang: Transductive object cutout. CVPR 2008
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Zheng Wang, Changshui Zhang: Distortion-Free Nonlinear Dimensionality Reduction. ECML/PKDD (1) 2008: 564-579
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZheng Wang, Yangqiu Song, Changshui Zhang: Transferred Dimensionality Reduction. ECML/PKDD (2) 2008: 550-565
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBin Zhao, Fei Wang, Changshui Zhang: Maximum Margin Embedding. ICDM 2008: 1127-1132
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYalin Zheng, Guang Yang, Changshui Zhang, Jing Zheng, Yunpeng Xu: Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I). ICIC (2) 2008: 391-400
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua: Augmented tree partitioning for interactive image segmentation. ICIP 2008: 2292-2295
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Changshui Zhang: Learning distance metric for semi-supervised image segmentation. ICIP 2008: 3204-3207
126Electronic 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
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiyao Duan, Lie Lu, Changshui Zhang: Audio tonality mode classification without tonic annotations. ICME 2008: 1361-1364
124Electronic 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
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShijun Wang, Changshui Zhang: Collaborative learning by boosting in distributed environments. ICPR 2008: 1-4
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqing Jia, Changshui Zhang: Local Regularized Least-Square Dimensionality Reduction. ICPR 2008: 1-4
121Electronic 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
120Electronic 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
119Electronic 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
118Electronic 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
117Electronic 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
116Electronic 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)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhiyao Duan, Yungang Zhang, Changshui Zhang, Zhenwei Shi: Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling. IEEE Transactions on Audio, Speech & Language Processing 16(4): 766-778 (2008)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqiu Song, Changshui Zhang: Content-Based Information Fusion for Semi-Supervised Music Genre Classification. IEEE Transactions on Multimedia 10(1): 145-152 (2008)
113Electronic 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)
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Dan Zhang, Changshui Zhang: MACBSE: Extracting signals with linear autocorrelations. Neurocomputing 71(4-6): 1082-1091 (2008)
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang: Learning a Mahalanobis distance metric for data clustering and classification. Pattern Recognition 41(12): 3600-3612 (2008)
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang: Contour graph based human tracking and action sequence recognition. Pattern Recognition 41(12): 3653-3664 (2008)
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang, Yue Lu: The random electrode selection ensemble for EEG signal classification. Pattern Recognition 41(5): 1663-1675 (2008)
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang: A unified framework for semi-supervised dimensionality reduction. Pattern Recognition 41(9): 2789-2799 (2008)
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqiu Song, Feiping Nie, Changshui Zhang: Semi-supervised sub-manifold discriminant analysis. Pattern Recognition Letters 29(13): 1806-1813 (2008)
2007
106no 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
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang: Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. ACCV (1) 2007: 180-188
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingyu Cui, Changshui Zhang: Combining stroke-based and selection-based relevance feedback for content-based image retrieval. ACM Multimedia 2007: 329-332
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqiu Song, Bin Zhang, Wen Jun Yin, Changshui Zhang, Jin Dong: Ranking with semi-supervised distance metric learning and its application to housing potential estimation. CIKM 2007: 975-978
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiang Xiong, Jianguo Li, Changshui Zhang: Discriminant Additive Tangent Spaces for Object Recognition. CVPR 2007
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Feature Extraction by Maximizing the Average Neighborhood Margin. CVPR 2007
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang: Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. CVPR 2007
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiang Xiong, Fei Wang, Changshui Zhang: Semi-definite Manifold Alignment. ECML 2007: 773-781
98Electronic 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
97Electronic 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
96Electronic 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 XMLZhiyao Duan, Dan Zhang, Changshui Zhang, Zhenwei Shi: Multi-Pitch Estimation Based on Partial Event and Support Transfer. ICME 2007: 216-219
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Dan Zhang, Changshui Zhang: A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources. ICME 2007: 220-223
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianguo Li, Changshui Zhang, Tao Wang, Yimin Zhang: Generalized Additive Bayesian Network Classifiers. IJCAI 2007: 913-918
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFeiping Nie, Shiming Xiang, Changshui Zhang: Neighborhood MinMax Projections. IJCAI 2007: 993-998
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang: Interactive Visual Object Extraction Based on Belief Propagation. MMM (1) 2007: 24-33
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang: Embedding New Data Points for Manifold Learning Via Coordinate Propagation. PAKDD 2007: 332-343
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Fast Multilevel Transduction on Graphs. SDM 2007
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang, Tao Li: Regularized clustering for documents. SIGIR 2007: 95-102
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang: The Selective Random Subspace Predictor for Traffic Flow Forecasting. IEEE Transactions on Intelligent Transportation Systems 8(2): 367-373 (2007)
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Changshui Zhang: Blind Source Extraction Using Generalized Autocorrelations. IEEE Transactions on Neural Networks 18(5): 1516-1524 (2007)
85Electronic 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)
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Changshui Zhang: Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation. Neurocomputing 70(7-9): 1574-1581 (2007)
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Changshui Zhang: Nonlinear innovation to blind source separation. Neurocomputing 71(1-3): 406-410 (2007)
82Electronic 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)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wu, Changshui Zhang, Jingrui He: An evolutionary system for near-regular texture synthesis. Pattern Recognition 40(8): 2271-2282 (2007)
80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang, Dan Zhang: An experimental evaluation of ensemble methods for EEG signal classification. Pattern Recognition Letters 28(15): 2157-2163 (2007)
2006
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang: Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. ACCV (1) 2006: 216-225
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang: Exemplar-Based Human Contour Tracking. ACCV (1) 2006: 338-347
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang: Contour Matching Based on Belief Propagation. ACCV (2) 2006: 489-498
76Electronic 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
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang: Spline Embedding for Nonlinear Dimensionality Reduction. ECML 2006: 825-832
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Label propagation through linear neighborhoods. ICML 2006: 985-992
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhonglin Lin, Changshui Zhang, Xiaorong Gao: Machine Learning Way for Boosting Accuracy in Canonical Correlation Analysis based Frequency Recognition. IJCNN 2006: 4645-4649
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQutang Cai, Changshui Zhang: Estimating Fractal Intrinsic Dimension from the Neighborhood. ISNN (1) 2006: 1312-1318
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYunpeng Xu, Xing Yi, Changshui Zhang: A Random Walks Method for Text Classification. SDM 2006
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYangqiu Song, Changshui Zhang, Jianguo Lee: Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. SSPR/SPR 2006: 450-458
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Generalized Manifold-Ranking-Based Image Retrieval. IEEE Transactions on Image Processing 15(10): 3170-3177 (2006)
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang, Guoqiang Yu: A bayesian network approach to traffic flow forecasting. IEEE Transactions on Intelligent Transportation Systems 7(1): 124-132 (2006)
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang: An optimal kernel feature extractor and its application to EEG signal classification. Neurocomputing 69(13-15): 1743-1748 (2006)
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhenwei Shi, Changshui Zhang: Gaussian moments for noisy complexity pursuit. Neurocomputing 69(7-9): 917-921 (2006)
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianguo Lee, Changshui Zhang: Classification of gene-expression data: The manifold-based metric learning way. Pattern Recognition 39(12): 2450-2463 (2006)
2005
64no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanxi Liu, Tianzi Jiang, Changshui Zhang: Computer Vision for Biomedical Image Applications, First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005, Proceedings Springer 2005
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma: Graph based multi-modality learning. ACM Multimedia 2005: 862-871
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRui Ma, Yaxuan Qi, Changshui Zhang, Jiaxin Wang: Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback. CIS (1) 2005: 1033-1038
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Changshui Zhang, HongJiang Zhang: A Unified Optimization Based Learning Method for Image Retrieval. CVPR (2) 2005: 230-235
60no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYinglong Xia, Changshui Zhang, Shifeng Weng, Rongbin Liu: Fault-Tolerant EM Algorithm for GMM in Sensor Networks. DMIN 2005: 166-172
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang: Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces. Discovery Science 2005: 215-226
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShijun Wang, Zhonglin Lin, Changshui Zhang: Network Boosting for BCI Applications. Discovery Science 2005: 386-388
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShijun Wang, Changshui Zhang: Network Game and Boosting. ECML 2005: 461-472
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYalin Zheng, Changshui Zhang, Yinglong Xia: Type II Topological Logic C1T and Approximate Reasoning. FSKD (1) 2005: 243-252
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYalin Zheng, Changshui Zhang, Xin Yao: Type-I Topological Logic C1I and Approximate Reasoning. FSKD (1) 2005: 253-262
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang, Naijiang Lu: On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces. FSKD (2) 2005: 638-647
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang, Yi Zhang: Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor. ICANN (2) 2005: 273-278
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wang, Changshui Zhang: Spectral Clustering for Time Series. ICAPR (1) 2005: 345-354
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXing Yi, Yunpeng Xu, Changshui Zhang: Multi-view EM Algorithm for Finite Mixture Models. ICAPR (1) 2005: 420-425
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYunpeng Xu, Changshui Zhang, Naijiang Lu: A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech. ICAPR (1) 2005: 544-552
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Yao, Changshui Zhang, Jinwen Chen, Yanda Li: On the Scale-Free Intersection Graphs. ICCSA (2) 2005: 1217-1224
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYungang Zhang, Changshui Zhang: Separation of Voice and Music by Harmonic Structure Stability Analysis. ICME 2005: 562-565
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang: Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting. ICNC (2) 2005: 652-655
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBaibo Zhang, Changshui Zhang: Finite Mixture Models with Negative Components. MLDM 2005: 31-41
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu: A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. MLDM 2005: 487-496
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li: Mixture Random Effect Model Based Meta-analysis for Medical Data Mining. MLDM 2005: 630-640
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma: Learning No-Reference Quality Metric by Examples. MMM 2005: 247-254
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Hanghang Tong, Mingjing Li, Wei-Ying Ma, Changshui Zhang: Multiple random walk and its application in content-based image retrieval. Multimedia Information Retrieval 2005: 151-158
41Electronic 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
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYungang Zhang, Changshui Zhang: Separation of Music Signals by Harmonic Structure Modeling. NIPS 2005
39no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRongbin Liu, Changshui Zhang, Yinglong Xia: Importance Feature Sampling in Random Subspace. VISION 2005: 192-197
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBaibo Zhang, Changshui Zhang, Xing Yi: Active curve axis Gaussian mixture models. Pattern Recognition 38(12): 2351-2362 (2005)
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShifeng Weng, Changshui Zhang, Zhonglin Lin: Exploring the structure of supervised data by Discriminant Isometric Mapping. Pattern Recognition 38(4): 599-601 (2005)
36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian: Visual object recognition using probabilistic kernel subspace similarity. Pattern Recognition 38(7): 997-1008 (2005)
2004
35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Manifold-ranking based image retrieval. ACM Multimedia 2004: 9-16
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYonglei Zhou, Changshui Zhang, Jingchun Wang: Tunable Nearest Neighbor Classifier. DAGM-Symposium 2004: 204-211
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao: Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data. ECML 2004: 419-428
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXun Xu, Changshui Zhang, Thomas S. Huang: Active Morphable Model: An Efficient Method for Face Analysis. FGR 2004: 837-842
31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: No-reference quality assessment for JPEG2000 compressed images. ICIP 2004: 3539-3542
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang: Symmetry feature in content-based image retrieval. ICIP 2004: 417-420
29no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: Blur detection for digital images using wavelet transform. ICME 2004: 17-20
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXing Yi, Changshui Zhang, Jingdong Wang: Multi-view EM algorithm and its application to color image segmentation. ICME 2004: 351-354
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian: Probabilistic tangent subspace: a unified view. ICML 2004
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang: W-Boost and Its Application to Web Image Classification. ICPR (1) 2004: 148-151
25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXing Yi, Zhongbao Kou, Changshui Zhang: Classifier Combination based on Active Learning. ICPR (1) 2004: 184-187
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Wu, Yonglei Zhou, Changshui Zhang: Relevant Linear Feature Extraction Using Side-information and Unlabeled Data. ICPR (3) 2004: 582-585
23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShifeng Weng, Fai Wong, Changshui Zhang: A New Adaptive Self-Organizing Map. ISNN (1) 2004: 205-210
22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhonglin Lin, Shifeng Weng, Changshui Zhang, Naijiang Lu, Zhimin Xia: Learning the Supervised NLDR Mapping for Classification. ISNN (1) 2004: 900-905
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChangshui Zhang, Shiliang Sun, Guoqiang Yu: Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data. ISNN (2) 2004: 950-955
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLike Zhuang, Zhongbao Kou, Changshui Zhang: Session Identification Based on Time Interval in Web Log Mining. Intelligent Information Processing 2004: 389-396
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: Mean version space: a new active learning method for content-based image retrieval. Multimedia Information Retrieval 2004: 15-22
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang: Classification of Digital Photos Taken by Photographers or Home Users. PCM (1) 2004: 198-205
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Mingjing Li, Zhiwei Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval. PCM (2) 2004: 213-220
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Automatic Peak Number Detection in Image Symmetry Analysis. PCM (3) 2004: 111-118
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYonglei Zhou, Changshui Zhang, Jingchun Wang: Extended Nearest Feature Line Classifier. PRICAI 2004: 183-190
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBaibo Zhang, Changshui Zhang, Xing Yi: Competitive EM algorithm for finite mixture models. Pattern Recognition 37(1): 131-144 (2004)
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYungang Zhang, Changshui Zhang, David Zhang: Distance metric learning by knowledge embedding. Pattern Recognition 37(1): 161-163 (2004)
12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChangshui Zhang, Jun Wang, Nanyuan Zhao, David Zhang: Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction. Pattern Recognition 37(2): 325-336 (2004)
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYungang Zhang, Changshui Zhang, David Zhang: Erratum to "Distance metric learning by knowledge embedding" [Pattern Recognition 37(1)161-163(2004)]. Pattern Recognition 37(4): 855 (2004)
2003
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJingdong Wang, Jianguo Lee, Changshui Zhang: Kernel Trick Embedded Gaussian Mixture Model. ALT 2003: 159-174
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhongbao Kou, Ban Tao, Changshui Zhang: Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction. Discovery Science 2003: 328-335
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBan Tao, Changshui Zhang, Shu Wei: A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures. ECAL 2003: 572-579
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianguo Lee, Jingdong Wang, Changshui Zhang: Color Image Segmentation: Kernel Do the Feature Space. ECML 2003: 253-264
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYungang Zhang, Changshui Zhang, Shijun Wang: Clustering in Knowledge Embedded Space. ECML 2003: 480-491
2002
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCe Liu, Heung-Yeung Shum, Changshui Zhang: Hierarchical Shape Modeling for Automatic Face Localization. ECCV (2) 2002: 687-703
2001
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCe Liu, Heung-Yeung Shum, Changshui Zhang: A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model. CVPR (1) 2001: 192-198
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJie Zhou, Le-ping Xin, Dashan Gao, Changshui Zhang, David Zhang: Automated Cartridge Identification for Firearm Authentication. CVPR (1) 2001: 749-754
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJun Chen, Changshui Zhang, Gang Rong: Palmprint recognition using crease. ICIP (3) 2001: 234-237
2000
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-guang Lv, Jie Zhou, Changshui Zhang: A Novel Algorithm for Rotated Human Face Detection. CVPR 2000: 1760-1765

Coauthor Index

1Shigeo Abe [152]
2Tao Ban [152]
3Zhaoqi Bian [27] [36]
4Qutang Cai [72] [150]
5Gang Chen [97] [118] [153] [157]
6Jinwen Chen [49]
7Jun Chen [2]
8Shouchun Chen [96] [136] [137]
9Shuo Chen [161] [163]
10Xiaoping Chen [45]
11Jingyu Cui [104] [133]
12Jin Dong [103]
13Zhiyao Duan [95] [115] [125]
14Kun Gai [135]
15Dashan Gao [3]
16Xiaorong Gao [73]
17Luc J. Van Gool [133]
18Jingrui He [16] [17] [18] [19] [26] [30] [35] [42] [43] [61] [63] [69] [81]
19Chenping Hou [144]
20Xian-Sheng Hua [128] [134] [138]
21Thomas S. Huang [32]
22Yangqing Jia [122] [127] [128] [132] [134] [138] [142] [143] [146] [148] [160]
23Tianzi Jiang [64]
24Yuanyuan Jiao [144]
25Zhongbao Kou [9] [20] [25]
26James Tin-Yau Kwok (James T. Kwok) [82] [156]
27Jianguo Lee [7] [10] [27] [36] [65] [70]
28Jianguo Li [93] [102]
29Mingjing Li [16] [17] [18] [19] [26] [29] [30] [31] [35] [42] [43] [61] [63] [69]
30Shao Li [44]
31Tao Li [88] [106] [120] [136] [139] [140] [147] [155]
32Yanda Li [49]
33Zhiwei Li [17]
34Zhonglin Lin [22] [37] [58] [73]
35Bin Liu [163]
36Ce Liu [4] [5]
37Rongbin Liu [39] [60]
38Yanxi Liu [64]
39Lie Lu [125]
40Naijiang Lu [22] [33] [41] [45] [50] [54]
41Yue Lu [109]
42Xiao-guang Lv [1]
43Rui Ma [62]
44Wei-Ying Ma [42] [43] [61] [63]
45Feiping Nie [75] [77] [78] [79] [90] [91] [92] [100] [107] [108] [110] [111] [142] [148] [149] [151] [154] [159] [162]
46Chunyi Peng [150]
47Yaxuan Qi [62]
48Mingjie Qian [162] [163]
49Long Quan [134]
50Gang Rong [2]
51Helen C. Shen [76]
52Zhenwei Shi [66] [83] [84] [86] [94] [95] [105] [112] [115] [126] [135] [145]
53Harry Shum (Heung-Yeung Shum) [4] [5]
54Yangqiu Song [70] [90] [100] [103] [105] [107] [108] [110] [114] [118] [131] [137] [149] [151] [157] [158]
55Shiliang Sun [21] [33] [47] [53] [54] [59] [67] [68] [80] [87] [109]
56Xiaoou Tang [133]
57Ban Tao [8] [9]
58Hanghang Tong [16] [17] [18] [19] [29] [31] [35] [42] [43] [61] [63] [69]
59Ivor W. Tsang [159]
60Fei Wang [41] [52] [74] [76] [82] [85] [88] [89] [96] [97] [98] [99] [101] [106] [113] [116] [117] [118] [119] [120] [121] [124] [126] [130] [136] [137] [139] [140] [141] [147] [153] [155]
61Gang Wang [140]
62Jiaxin Wang [62]
63Jingchun Wang [15] [34]
64Jingdong Wang [7] [10] [27] [28] [36] [76] [82] [119] [128] [134] [138]
65Jun Wang [12]
66Shijun Wang [6] [57] [58] [123]
67Tao Wang [93]
68Xin Wang [147]
69Zheng Wang [131] [132] [158]
70Shu Wei [8]
71Fang Wen [133]
72Shifeng Weng [22] [23] [37] [44] [60]
73Fai Wong [23]
74Fei Wu [24] [81]
75Qiying Wu [133]
76Yi Wu [144]
77Yinglong Xia [39] [44] [56] [60]
78Zhimin Xia [22]
79Shiming Xiang [45] [75] [77] [78] [79] [90] [91] [92] [100] [108] [110] [111] [142] [148] [149] [151] [154]
80Fei Xiao [33]
81Le-ping Xin [3]
82Liang Xiong [98] [99] [102]
83Dong Xu [159]
84Xun Xu [32]
85Yunpeng Xu [50] [51] [71] [129]
86Shuicheng Yan [142] [160]
87Qiong Yang [133]
88Guang Yang [129]
89Xin Yao [49] [55]
90Xing Yi [14] [25] [28] [38] [51] [71]
91Wen Jun Yin [103]
92Guoqiang Yu [21] [33] [68]
93Baibo Zhang [14] [38] [46]
94Bin Zhang [103]
95Chunxia Zhang [75] [90] [91] [151] [154]
96Dan Zhang [80] [94] [95] [105] [112] [119] [126] [139]
97Daoqiang Zhang [147]
98David Zhang (David Dapeng Zhang) [3] [11] [12] [13]
99HongJiang Zhang (Hong-Jiang Zhang) [16] [17] [18] [19] [26] [29] [30] [31] [35] [43] [61] [69]
100Jianwen Zhang [157]
101Yi Zhang [53]
102Yimin Zhang [93]
103Yungang Zhang [6] [11] [13] [40] [48] [115]
104Bin Zhao [117] [121] [124] [130] [156]
105Nanyuan Zhao [12]
106Jing Zheng [129]
107Yalin Zheng [55] [56] [129]
108Jie Zhou [1] [3]
109Yonglei Zhou [15] [24] [34]
110Like Zhuang [20]

Colors in the list of coauthors

Copyright © Fri Nov 20 16:48:08 2009 by Michael Ley (ley@uni-trier.de)