Changshui Zhang

Chang-shui Zhang

2008
103	EE	Fei Wang, Changshui Zhang: Label Propagation through Linear Neighborhoods. IEEE Trans. Knowl. Data Eng. 20(1): 55-67 (2008)
102	EE	Yangqiu Song, Changshui Zhang: Content-Based Information Fusion for Semi-Supervised Music Genre Classification. IEEE Transactions on Multimedia 10(1): 145-152 (2008)
2007
101		Fei Wang, Changshui Zhang, Tao Li: Clustering with Local and Global Regularization. AAAI 2007: 657-662
100	EE	Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang: Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. ACCV (1) 2007: 180-188
99	EE	Jingyu Cui, Changshui Zhang: Combining stroke-based and selection-based relevance feedback for content-based image retrieval. ACM Multimedia 2007: 329-332
98	EE	Yangqiu 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
97	EE	Liang Xiong, Jianguo Li, Changshui Zhang: Discriminant Additive Tangent Spaces for Object Recognition. CVPR 2007
96	EE	Fei Wang, Changshui Zhang: Feature Extraction by Maximizing the Average Neighborhood Margin. CVPR 2007
95	EE	Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang: Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. CVPR 2007
94	EE	Liang Xiong, Fei Wang, Changshui Zhang: Semi-definite Manifold Alignment. ECML 2007: 773-781
93	EE	Liang Xiong, Fei Wang, Changshui Zhang: Multilevel Belief Propagation for Fast Inference on Markov Random Fields. ICDM 2007: 371-380
92	EE	Gang Chen, Fei Wang, Changshui Zhang: Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization. ICDM Workshops 2007: 303-308
91	EE	Shouchun Chen, Fei Wang, Changshui Zhang: Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships. ICDM Workshops 2007: 387-392
90	EE	Jianguo Li, Changshui Zhang, Tao Wang, Yimin Zhang: Generalized Additive Bayesian Network Classifiers. IJCAI 2007: 913-918
89	EE	Feiping Nie, Shiming Xiang, Changshui Zhang: Neighborhood MinMax Projections. IJCAI 2007: 993-998
88	EE	Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang: Interactive Visual Object Extraction Based on Belief Propagation. MMM (1) 2007: 24-33
87	EE	Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang: Embedding New Data Points for Manifold Learning Via Coordinate Propagation. PAKDD 2007: 332-343
86	EE	Fei Wang, Changshui Zhang: Fast Multilevel Transduction on Graphs. SDM 2007
85	EE	Fei Wang, Changshui Zhang, Tao Li: Regularized clustering for documents. SIGIR 2007: 95-102
84	EE	Zhenwei Shi, Changshui Zhang: Blind Source Extraction Using Generalized Autocorrelations. IEEE Transactions on Neural Networks 18(5): 1516-1524 (2007)
83	EE	Fei Wang, Changshui Zhang: Robust self-tuning semi-supervised learning. Neurocomputing 70(16-18): 2931-2939 (2007)
82	EE	Zhenwei 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)
81	EE	Zhenwei Shi, Changshui Zhang: Nonlinear innovation to blind source separation. Neurocomputing 71(1-3): 406-410 (2007)
80	EE	Fei Wang, Jingdong Wang, Changshui Zhang, James Kwok: Face recognition using spectral features. Pattern Recognition 40(10): 2786-2797 (2007)
79	EE	Fei Wu, Changshui Zhang, Jingrui He: An evolutionary system for near-regular texture synthesis. Pattern Recognition 40(8): 2271-2282 (2007)
78	EE	Shiliang Sun, Changshui Zhang, Dan Zhang: An experimental evaluation of ensemble methods for EEG signal classification. Pattern Recognition Letters 28(15): 2157-2163 (2007)
2006
77	EE	Shiming Xiang, Feiping Nie, Changshui Zhang: Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. ACCV (1) 2006: 216-225
76	EE	Shiming Xiang, Feiping Nie, Changshui Zhang: Exemplar-Based Human Contour Tracking. ACCV (1) 2006: 338-347
75	EE	Shiming Xiang, Feiping Nie, Changshui Zhang: Contour Matching Based on Belief Propagation. ACCV (2) 2006: 489-498
74	EE	Fei Wang, Changshui Zhang, Helen C. Shen, Jingdong Wang: Semi-Supervised Classification Using Linear Neighborhood Propagation. CVPR (1) 2006: 160-167
73	EE	Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang: Spline Embedding for Nonlinear Dimensionality Reduction. ECML 2006: 825-832
72	EE	Fei Wang, Changshui Zhang: Label propagation through linear neighborhoods. ICML 2006: 985-992
71	EE	Qutang Cai, Changshui Zhang: Estimating Fractal Intrinsic Dimension from the Neighborhood. ISNN (1) 2006: 1312-1318
70	EE	Yunpeng Xu, Xing Yi, Changshui Zhang: A Random Walks Method for Text Classification. SDM 2006
69	EE	Yangqiu Song, Changshui Zhang, Jianguo Lee: Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. SSPR/SPR 2006: 450-458
68	EE	Jingrui 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)
67	EE	Shiliang Sun, Changshui Zhang: An optimal kernel feature extractor and its application to EEG signal classification. Neurocomputing 69(13-15): 1743-1748 (2006)
66	EE	Zhenwei Shi, Changshui Zhang: Gaussian moments for noisy complexity pursuit. Neurocomputing 69(7-9): 917-921 (2006)
65	EE	Jianguo Lee, Changshui Zhang: Classification of gene-expression data: The manifold-based metric learning way. Pattern Recognition 39(12): 2450-2463 (2006)
2005
64		Yanxi Liu, Tianzi Jiang, Changshui Zhang: Computer Vision for Biomedical Image Applications, First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005, Proceedings Springer 2005
63	EE	Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma: Graph based multi-modality learning. ACM Multimedia 2005: 862-871
62	EE	Rui Ma, Yaxuan Qi, Changshui Zhang, Jiaxin Wang: Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback. CIS (1) 2005: 1033-1038
61	EE	Hanghang 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
60		Yinglong Xia, Changshui Zhang, Shifeng Weng, Rongbin Liu: Fault-Tolerant EM Algorithm for GMM in Sensor Networks. DMIN 2005: 166-172
59	EE	Shiliang Sun, Changshui Zhang: Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces. Discovery Science 2005: 215-226
58	EE	Shijun Wang, Zhonglin Lin, Changshui Zhang: Network Boosting for BCI Applications. Discovery Science 2005: 386-388
57	EE	Shijun Wang, Changshui Zhang: Network Game and Boosting. ECML 2005: 461-472
56	EE	Yalin Zheng, Changshui Zhang, Yinglong Xia: Type II Topological Logic C1T and Approximate Reasoning. FSKD (1) 2005: 243-252
55	EE	Yalin Zheng, Changshui Zhang, Xin Yao: Type-I Topological Logic C1I and Approximate Reasoning. FSKD (1) 2005: 253-262
54	EE	Shiliang Sun, Changshui Zhang, Naijiang Lu: On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces. FSKD (2) 2005: 638-647
53	EE	Shiliang Sun, Changshui Zhang, Yi Zhang: Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor. ICANN (2) 2005: 273-278
52	EE	Fei Wang, Changshui Zhang: Spectral Clustering for Time Series. ICAPR (1) 2005: 345-354
51	EE	Xing Yi, Yunpeng Xu, Changshui Zhang: Multi-view EM Algorithm for Finite Mixture Models. ICAPR (1) 2005: 420-425
50	EE	Yunpeng Xu, Changshui Zhang, Naijiang Lu: A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech. ICAPR (1) 2005: 544-552
49	EE	Xin Yao, Changshui Zhang, Jinwen Chen, Yanda Li: On the Scale-Free Intersection Graphs. ICCSA (2) 2005: 1217-1224
48	EE	Yungang Zhang, Changshui Zhang: Separation of Voice and Music by Harmonic Structure Stability Analysis. ICME 2005: 562-565
47	EE	Shiliang Sun, Changshui Zhang: Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting. ICNC (2) 2005: 652-655
46	EE	Baibo Zhang, Changshui Zhang: Finite Mixture Models with Negative Components. MLDM 2005: 31-41
45	EE	Shiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu: A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. MLDM 2005: 487-496
44	EE	Yinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li: Mixture Random Effect Model Based Meta-analysis for Medical Data Mining. MLDM 2005: 630-640
43	EE	Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma: Learning No-Reference Quality Metric by Examples. MMM 2005: 247-254
42	EE	Jingrui 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
41	EE	Fei Wang, Changshui Zhang, Naijiang Lu: Boosting GMM and Its Two Applications. Multiple Classifier Systems 2005: 12-21
40	EE	Yungang Zhang, Changshui Zhang: Separation of Music Signals by Harmonic Structure Modeling. NIPS 2005
39		Rongbin Liu, Changshui Zhang, Yinglong Xia: Importance Feature Sampling in Random Subspace. VISION 2005: 192-197
38	EE	Baibo Zhang, Changshui Zhang, Xing Yi: Active curve axis Gaussian mixture models. Pattern Recognition 38(12): 2351-2362 (2005)
37	EE	Shifeng Weng, Changshui Zhang, Zhonglin Lin: Exploring the structure of supervised data by Discriminant Isometric Mapping. Pattern Recognition 38(4): 599-601 (2005)
36	EE	Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian: Visual object recognition using probabilistic kernel subspace similarity. Pattern Recognition 38(7): 997-1008 (2005)
2004
35	EE	Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Manifold-ranking based image retrieval. ACM Multimedia 2004: 9-16
34	EE	Yonglei Zhou, Changshui Zhang, Jingchun Wang: Tunable Nearest Neighbor Classifier. DAGM-Symposium 2004: 204-211
33	EE	Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao: Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data. ECML 2004: 419-428
32	EE	Xun Xu, Changshui Zhang, Thomas S. Huang: Active Morphable Model: An Efficient Method for Face Analysis. FGR 2004: 837-842
31		Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: No-reference quality assessment for JPEG2000 compressed images. ICIP 2004: 3539-3542
30	EE	Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang: Symmetry feature in content-based image retrieval. ICIP 2004: 417-420
29		Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang: Blur detection for digital images using wavelet transform. ICME 2004: 17-20
28		Xing Yi, Changshui Zhang, Jingdong Wang: Multi-view EM algorithm and its application to color image segmentation. ICME 2004: 351-354
27	EE	Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian: Probabilistic tangent subspace: a unified view. ICML 2004
26	EE	Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang: W-Boost and Its Application to Web Image Classification. ICPR (1) 2004: 148-151
25	EE	Xing Yi, Zhongbao Kou, Changshui Zhang: Classifier Combination based on Active Learning. ICPR (1) 2004: 184-187
24	EE	Fei Wu, Yonglei Zhou, Changshui Zhang: Relevant Linear Feature Extraction Using Side-information and Unlabeled Data. ICPR (3) 2004: 582-585
23	EE	Shifeng Weng, Fai Wong, Changshui Zhang: A New Adaptive Self-Organizing Map. ISNN (1) 2004: 205-210
22	EE	Zhonglin Lin, Shifeng Weng, Changshui Zhang, Naijiang Lu, Zhimin Xia: Learning the Supervised NLDR Mapping for Classification. ISNN (1) 2004: 900-905
21	EE	Changshui Zhang, Shiliang Sun, Guoqiang Yu: Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data. ISNN (2) 2004: 950-955
20	EE	Like Zhuang, Zhongbao Kou, Changshui Zhang: Session Identification Based on Time Interval in Web Log Mining. Intelligent Information Processing 2004: 389-396
19	EE	Jingrui 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
18	EE	Hanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang: Classification of Digital Photos Taken by Photographers or Home Users. PCM (1) 2004: 198-205
17	EE	Jingrui 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
16	EE	Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang: Automatic Peak Number Detection in Image Symmetry Analysis. PCM (3) 2004: 111-118
15	EE	Yonglei Zhou, Changshui Zhang, Jingchun Wang: Extended Nearest Feature Line Classifier. PRICAI 2004: 183-190
14	EE	Baibo Zhang, Changshui Zhang, Xing Yi: Competitive EM algorithm for finite mixture models. Pattern Recognition 37(1): 131-144 (2004)
13	EE	Yungang Zhang, Changshui Zhang, David Zhang: Distance metric learning by knowledge embedding. Pattern Recognition 37(1): 161-163 (2004)
12	EE	Changshui 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)
11	EE	Yungang 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
10	EE	Jingdong Wang, Jianguo Lee, Changshui Zhang: Kernel Trick Embedded Gaussian Mixture Model. ALT 2003: 159-174
9	EE	Zhongbao Kou, Ban Tao, Changshui Zhang: Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction. Discovery Science 2003: 328-335
8	EE	Ban Tao, Changshui Zhang, Shu Wei: A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures. ECAL 2003: 572-579
7	EE	Jianguo Lee, Jingdong Wang, Changshui Zhang: Color Image Segmentation: Kernel Do the Feature Space. ECML 2003: 253-264
6	EE	Yungang Zhang, Changshui Zhang, Shijun Wang: Clustering in Knowledge Embedded Space. ECML 2003: 480-491
2002
5	EE	Ce Liu, Heung-Yeung Shum, Changshui Zhang: Hierarchical Shape Modeling for Automatic Face Localization. ECCV (2) 2002: 687-703
2001
4	EE	Ce 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
3	EE	Jie Zhou, Le-ping Xin, Dashan Gao, Changshui Zhang, David Zhang: Automated Cartridge Identification for Firearm Authentication. CVPR (1) 2001: 749-754
2	EE	Jun Chen, Changshui Zhang, Gang Rong: Palmprint recognition using crease. ICIP (3) 2001: 234-237
2000
1	EE	Xiao-guang Lv, Jie Zhou, Changshui Zhang: A Novel Algorithm for Rotated Human Face Detection. CVPR 2000: 1760-1765

Coauthor Index

1	Zhaoqi Bian	[27] [36]
2	Qutang Cai	[71]
3	Gang Chen	[92]
4	Jinwen Chen	[49]
5	Jun Chen	[2]
6	Shouchun Chen	[91]
7	Xiaoping Chen	[45]
8	Jingyu Cui	[99]
9	Jin Dong	[98]
10	Dashan Gao	[3]
11	Jingrui He	[16] [17] [18] [19] [26] [30] [35] [42] [43] [61] [63] [68] [79]
12	Thomas S. Huang	[32]
13	Tianzi Jiang	[64]
14	Zhongbao Kou	[9] [20] [25]
15	James Kwok	[80]
16	Jianguo Lee	[7] [10] [27] [36] [65] [69]
17	Jianguo Li	[90] [97]
18	Mingjing Li	[16] [17] [18] [19] [26] [29] [30] [31] [35] [42] [43] [61] [63] [68]
19	Shao Li	[44]
20	Tao Li	[85] [101]
21	Yanda Li	[49]
22	Zhiwei Li	[17]
23	Zhonglin Lin	[22] [37] [58]
24	Ce Liu	[4] [5]
25	Rongbin Liu	[39] [60]
26	Yanxi Liu	[64]
27	Naijiang Lu	[22] [33] [41] [45] [50] [54]
28	Xiao-guang Lv	[1]
29	Rui Ma	[62]
30	Wei-Ying Ma	[42] [43] [61] [63]
31	Feiping Nie	[73] [75] [76] [77] [87] [88] [89] [95]
32	Yaxuan Qi	[62]
33	Gang Rong	[2]
34	Helen C. Shen	[74]
35	Zhenwei Shi	[66] [81] [82] [84] [100]
36	Harry Shum (Heung-Yeung Shum)	[4] [5]
37	Yangqiu Song	[69] [87] [95] [98] [100] [102]
38	Shiliang Sun	[21] [33] [47] [53] [54] [59] [67] [78]
39	Ban Tao	[8] [9]
40	Hanghang Tong	[16] [17] [18] [19] [29] [31] [35] [42] [43] [61] [63] [68]
41	Fei Wang	[41] [52] [72] [74] [80] [83] [85] [86] [91] [92] [93] [94] [96] [101] [103]
42	Jiaxin Wang	[62]
43	Jingchun Wang	[15] [34]
44	Jingdong Wang	[7] [10] [27] [28] [36] [74] [80]
45	Jun Wang	[12]
46	Shijun Wang	[6] [57] [58]
47	Tao Wang	[90]
48	Shu Wei	[8]
49	Shifeng Weng	[22] [23] [37] [44] [60]
50	Fai Wong	[23]
51	Fei Wu	[24] [79]
52	Yinglong Xia	[39] [44] [56] [60]
53	Zhimin Xia	[22]
54	Shiming Xiang	[45] [73] [75] [76] [77] [87] [88] [89] [95]
55	Fei Xiao	[33]
56	Le-ping Xin	[3]
57	Liang Xiong	[93] [94] [97]
58	Xun Xu	[32]
59	Yunpeng Xu	[50] [51] [70]
60	Xin Yao	[49] [55]
61	Xing Yi	[14] [25] [28] [38] [51] [70]
62	Wen Jun Yin	[98]
63	Guoqiang Yu	[21] [33]
64	Baibo Zhang	[14] [38] [46]
65	Bin Zhang	[98]
66	Chunxia Zhang	[73] [87] [88]
67	Dan Zhang	[78] [100]
68	David Zhang	[3] [11] [12] [13]
69	HongJiang Zhang (Hong-Jiang Zhang)	[16] [17] [18] [19] [26] [29] [30] [31] [35] [43] [61] [68]
70	Yi Zhang	[53]
71	Yimin Zhang	[90]
72	Yungang Zhang	[6] [11] [13] [40] [48]
73	Nanyuan Zhao	[12]
74	Yalin Zheng	[55] [56]
75	Jie Zhou	[1] [3]
76	Yonglei Zhou	[15] [24] [34]
77	Like Zhuang	[20]

Colors in the list of coauthors