| 2012 |
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| 218 | Blind Separation of Superimposed Moving Images Using Image Statistics. Kun Gai, Zhenwei Shi, Changshui Zhang. IEEE Trans. Pattern Anal. Mach. Intell. (34): 19-32 (2012). Web SearchBibTeXDownload |
| 217 | A brief introduction to the special issue for ISNN2010. Liqing Zhang, James Tin-Yau Kwok, Changshui Zhang. Neurocomputing (76): 1 (2012). Web SearchBibTeXDownload |
| 2011 |
|---|
| 216 | Patterns classification of nonlinear multi-dimensional time series based on manifold learning. Jian Cheng, Changshui Zhang, Yi-Nan Guo. ICNC 2011, 373-377. Web SearchBibTeXDownload |
| 215 | Interactive Image Segmentation With Multiple Linear Reconstructions in Windows. Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang. IEEE Transactions on Multimedia (13): 342-352 (2011). Web SearchBibTeXDownload |
| 214 | Semisupervised Learning Using Negative Labels. Chenping Hou, Feiping Nie, Fei Wang, Changshui Zhang, Yi Wu. IEEE Transactions on Neural Networks (22): 420-432 (2011). Web SearchBibTeXDownload |
| 213 | Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering. Feiping Nie, Zinan Zeng, Ivor W. Tsang, Dong Xu, Changshui Zhang. IEEE Transactions on Neural Networks (22): 1796-1808 (2011). Web SearchBibTeXDownload |
| 212 | Unsupervised Large Margin Discriminative Projection. Fei Wang, Bin Zhao, Changshui Zhang. IEEE Transactions on Neural Networks (22): 1446-1456 (2011). Web SearchBibTeXDownload |
| 211 | Regression Reformulations of LLE and LTSA With Locally Linear Transformation. Shiming Xiang, Feiping Nie, Chunhong Pan, Changshui Zhang. IEEE Transactions on Systems, Man, and Cybernetics, Part B (41): 1250-1262 (2011). Web SearchBibTeXDownload |
| 210 | A Fast Dual Projected Newton Method for l1-Regularized Least Squares. Pinghua Gong, Changshui Zhang. IJCAI 2011, 1275-1280. Web SearchBibTeXDownload |
| 209 | Semi-supervised ranking aggregation. Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang. Inf. Process. Manage. (47): 415-425 (2011). Web SearchBibTeXDownload |
| 208 | Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection. Pinghua Gong, Kun Gai, Changshui Zhang. Neurocomputing (74): 2754-2766 (2011). Web SearchBibTeXDownload |
| 207 | Multitask Bregman clustering. Jianwen Zhang, Changshui Zhang. Neurocomputing (74): 1720-1734 (2011). Web SearchBibTeXDownload |
| 206 | Active learning with adaptive regularization. Zheng Wang, Shuicheng Yan, Changshui Zhang. Pattern Recognition (44): 2375-2383 (2011). Web SearchBibTeXDownload |
| 205 | Mining interlacing manifolds in high dimensional spaces. Tao Ban, Changshui Zhang, Shigeo Abe, Takeshi Takahashi, Youki Kadobayashi. SAC 2011, 942-949. Web SearchBibTeXDownload |
| 2010 |
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| 204 | Multitask Bregman Clustering. Jianwen Zhang, Changshui Zhang. AAAI 2010. Web SearchBibTeXDownload |
| 203 | Learning Discriminative Piecewise Linear Models with Boundary Points. Kun Gai, Changshui Zhang. AAAI 2010. Web SearchBibTeXDownload |
| 202 | What if the Irresponsible Teachers Are Dominating?. Shuo Chen, Jianwen Zhang, Guangyun Chen, Changshui Zhang. AAAI 2010. Web SearchBibTeXDownload |
| 201 | Compressed Learning with Regular Concept. Jiawei Lv, Jianwen Zhang, Fei Wang, Zheng Wang, Changshui Zhang. ALT 2010, 163-178. Web SearchBibTeXDownload |
| 200 | Learning to rank tags. Zheng Wang, Jiashi Feng, Changshui Zhang, Shuicheng Yan. CIVR 2010, 42-49. Web SearchBibTeXDownload |
| 199 | Homotopy Regularization for Boosting. Zheng Wang, Yangqiu Song, Changshui Zhang. ICDM 2010, 1115-1120. Web SearchBibTeXDownload |
| 198 | Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks and Non-Peak Regions. Zhiyao Duan, Bryan Pardo, Changshui Zhang. IEEE Transactions on Audio, Speech & Language Processing (18): 2121-2133 (2010). Web SearchBibTeXDownload |
| 197 | Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction. Feiping Nie, Dong Xu, Ivor Wai-Hung Tsang, Changshui Zhang. IEEE Transactions on Image Processing (19): 1921-1932 (2010). Web SearchBibTeXDownload |
| 196 | TurboPixel Segmentation Using Eigen-Images. Shiming Xiang, Chunhong Pan, Feiping Nie, Changshui Zhang. IEEE Transactions on Image Processing (19): 3024-3034 (2010). Web SearchBibTeXDownload |
| 195 | Linear time maximum margin clustering. Fei Wang, Bin Zhao, Changshui Zhang. IEEE Transactions on Neural Networks (21): 319-332 (2010). Web SearchBibTeXDownload |
| 194 | Semi-Supervised Classification via Local Spline Regression. Shiming Xiang, Feiping Nie, Changshui Zhang. IEEE Trans. Pattern Anal. Mach. Intell. (32): 2039-2053 (2010). Web SearchBibTeXDownload |
| 193 | Collaborative Learning by Boosting in Distributed Environments. Shijun Wang, Changshui Zhang. IJPRAI (24): 763-789 (2010). Web SearchBibTeXDownload |
| 192 | Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. Jianwen Zhang, Yangqiu Song, Changshui Zhang, Shixia Liu. KDD 2010, 1079-1088. Web SearchBibTeXDownload |
| 191 | A general graph-based semi-supervised learning with novel class discovery. Feiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang. Neural Computing and Applications (19): 549-555 (2010). Web SearchBibTeXDownload |
| 190 | A general kernelization framework for learning algorithms based on kernel PCA. Changshui Zhang, Feiping Nie, Shiming Xiang. Neurocomputing (73): 959-967 (2010). Web SearchBibTeXDownload |
| 189 | Boosting with pairwise constraints. Changshui Zhang, Qutang Cai, Yangqiu Song. Neurocomputing (73): 908-919 (2010). Web SearchBibTeXDownload |
| 188 | Learning Kernels with Radiuses of Minimum Enclosing Balls. Kun Gai, Guangyun Chen, Changshui Zhang. NIPS 2010, 649-657. Web SearchBibTeXDownload |
| 187 | A multilevel approach for learning from labeled and unlabeled data on graphs. Changshui Zhang, Fei Wang. Pattern Recognition (43): 2301-2314 (2010). Web SearchBibTeXDownload |
| 186 | Multiple view semi-supervised dimensionality reduction. Chenping Hou, Changshui Zhang, Yi Wu, Feiping Nie. Pattern Recognition (43): 720-730 (2010). Web SearchBibTeXDownload |
| 185 | Interactive localized content based image retrieval with multiple-instance active learning. Dan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang. Pattern Recognition (43): 478-484 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 184 | Instance- and bag-level manifold regularization for aggregate outputs classification. Shuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang. CIKM 2009, 1593-1596. Web SearchBibTeXDownload |
| 183 | Efficient multi-class unlabeled constrained semi-supervised SVM. Mingjie Qian, Feiping Nie, Changshui Zhang. CIKM 2009, 1665-1668. Web SearchBibTeXDownload |
| 182 | Blind separation of superimposed images with unknown motions. Kun Gai, Zhenwei Shi, Changshui Zhang. CVPR 2009, 1881-1888. Web SearchBibTeXDownload |
| 181 | Unsupervised Maximum Margin Feature Selection with manifold regularization. Bin Zhao, James Tin-Yau Kwok, Fei Wang, Changshui Zhang. CVPR 2009, 888-895. Web SearchBibTeXDownload |
| 180 | Efficient multi-label classification with hypergraph regularization. Gang Chen, Jianwen Zhang, Fei Wang, Changshui Zhang, Yuli Gao. CVPR 2009, 1658-1665. Web SearchBibTeXDownload |
| 179 | Sparse Norm-Regularized Reconstructive Coefficients Learning. Bin Liu, Shuo Chen, Mingjie Qian, Changshui Zhang. ICDM 2009, 854-859. Web SearchBibTeXDownload |
| 178 | Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model. Guangyun Chen, Gang Chen, Jianwen Zhang, Shuo Chen, Changshui Zhang. ICDM 2009, 71-80. Web SearchBibTeXDownload |
| 177 | Maximum Margin Clustering with Multivariate Loss Function. Bin Zhao, James Tin-Yau Kwok, Changshui Zhang. ICDM 2009, 637-646. Web SearchBibTeXDownload |
| 176 | Kernel K-means Based Framework for Aggregate Outputs Classification. Shuo Chen, Bin Liu, Mingjie Qian, Changshui Zhang. ICDM Workshops 2009, 356-361. Web SearchBibTeXDownload |
| 175 | Compressed Spectral Clustering. Bin Zhao, Changshui Zhang. ICDM Workshops 2009, 344-349. Web SearchBibTeXDownload |
| 174 | Probabilistic Labeled Semi-supervised SVM. Mingjie Qian, Feiping Nie, Changshui Zhang. ICDM Workshops 2009, 394-399. Web SearchBibTeXDownload |
| 173 | Interactive Natural Image Segmentation via Spline Regression. Shiming Xiang, Feiping Nie, Chunxia Zhang, Changshui Zhang. IEEE Transactions on Image Processing (18): 1623-1632 (2009). Web SearchBibTeXDownload |
| 172 | Trace Ratio Problem Revisited. Yangqing Jia, Feiping Nie, Changshui Zhang. IEEE Transactions on Neural Networks (20): 729-735 (2009). Web SearchBibTeXDownload |
| 171 | Block-Quantized Support Vector Ordinal Regression. Bin Zhao, Fei Wang, Changshui Zhang. IEEE Transactions on Neural Networks (20): 882-890 (2009). Web SearchBibTeXDownload |
| 170 | Nonlinear Dimensionality Reduction with Local Spline Embedding. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. IEEE Trans. Knowl. Data Eng. (21): 1285-1298 (2009). Web SearchBibTeXDownload |
| 169 | Clustering with Local and Global Regularization. Fei Wang, Changshui Zhang, Tao Li. IEEE Trans. Knowl. Data Eng. (21): 1665-1678 (2009). Web SearchBibTeXDownload |
| 168 | Linear Neighborhood Propagation and Its Applications. Jingdong Wang, Fei Wang, Changshui Zhang, Helen C. Shen, Long Quan. IEEE Trans. Pattern Anal. Mach. Intell. (31): 1600-1615 (2009). Web SearchBibTeXDownload |
| 167 | Spectral Embedded Clustering. Feiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang. IJCAI 2009, 1181-1186. Web SearchBibTeXDownload |
| 166 | Semi-Supervised Classification on Evolutionary Data. Yangqing Jia, Shuicheng Yan, Changshui Zhang. IJCAI 2009, 1083-1088. Web SearchBibTeXDownload |
| 165 | Selecting Informative Universum Sample for Semi-Supervised Learning. Shuo Chen, Changshui Zhang. IJCAI 2009, 1016-1021. Web SearchBibTeXDownload |
| 164 | On-line Evolutionary Exponential Family Mixture. Jianwen Zhang, Yangqiu Song, Gang Chen, Changshui Zhang. IJCAI 2009, 1610-1615. Web SearchBibTeXDownload |
| 163 | Knowledge Transfer on Hybrid Graph. Zheng Wang, Yangqiu Song, Changshui Zhang. IJCAI 2009, 1291-1296. Web SearchBibTeXDownload |
| 162 | A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at CT colonography. Shijun Wang, Ronald M. Summers, Changshui Zhang. IJCNN 2009, 3251-3258. Web SearchBibTeXDownload |
| 161 | Collaborative filtering using orthogonal nonnegative matrix tri-factorization. Gang Chen, Fei Wang, Changshui Zhang. Inf. Process. Manage. (45): 368-379 (2009). Web SearchBibTeXDownload |
| 160 | A new approach to discover interlacing data structures in high-dimensional space. Tao Ban, Changshui Zhang, Shigeo Abe. J. Intell. Inf. Syst. (33): 3-22 (2009). Web SearchBibTeXDownload |
| 159 | Embedding new data points for manifold learning via coordinate propagation. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang. Knowl. Inf. Syst. (19): 159-184 (2009). Web SearchBibTeXDownload |
| 158 | Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations. Changshui Zhang, Feiping Nie, Shiming Xiang, Chenping Hou. Neural Processing Letters (30): 89-102 (2009). Web SearchBibTeXDownload |
| 157 | Analysis of classification margin for classification accuracy with applications. Qutang Cai, Changshui Zhang, Chunyi Peng. Neurocomputing (72): 1960-1968 (2009). Web SearchBibTeXDownload |
| 156 | Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. Yangqiu Song, Changshui Zhang, Jianguo Lee, Fei Wang, Shiming Xiang, Dan Zhang. Pattern Anal. Appl. (12): 99-115 (2009). Web SearchBibTeXDownload |
| 155 | Semi-supervised orthogonal discriminant analysis via label propagation. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang. Pattern Recognition (42): 2615-2627 (2009). Web SearchBibTeXDownload |
| 154 | Stable local dimensionality reduction approaches. Chenping Hou, Changshui Zhang, Yi Wu, Yuanyuan Jiao. Pattern Recognition (42): 2054-2066 (2009). Web SearchBibTeXDownload |
| 153 | Front-view vehicle detection by Markov chain Monte Carlo method. Yangqing Jia, Changshui Zhang. Pattern Recognition (42): 313-321 (2009). Web SearchBibTeXDownload |
| 152 | Fast nonlinear autocorrelation algorithm for source separation. Zhenwei Shi, Changshui Zhang. Pattern Recognition (42): 1732-1741 (2009). Web SearchBibTeXDownload |
| 151 | marginFace: A novel face recognition method by average neighborhood margin maximization. Fei Wang, Xin Wang, Daoqiang Zhang, Changshui Zhang, Tao Li. Pattern Recognition (42): 2863-2875 (2009). Web SearchBibTeXDownload |
| 150 | Extracting the optimal dimensionality for local tensor discriminant analysis. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang. Pattern Recognition (42): 105-114 (2009). Web SearchBibTeXDownload |
| 149 | Multiple Kernel Clustering. Bin Zhao, James T. Kwok, Changshui Zhang. SDM 2009, 638-649. Web SearchBibTeXDownload |
| 2008 |
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| 148 | Multi-View Local Learning. Dan Zhang, Fei Wang, Changshui Zhang, Tao Li. AAAI 2008, 752-757. Web SearchBibTeX |
| 147 | On Discriminative Semi-Supervised Classification. Fei Wang, Changshui Zhang. AAAI 2008, 720-725. Web SearchBibTeX |
| 146 | Instance-level Semisupervised Multiple Instance Learning. Yangqing Jia, Changshui Zhang. AAAI 2008, 640-645. Web SearchBibTeX |
| 145 | Semi-supervised Classification Using Local and Global Regularization. Fei Wang, Tao Li, Gang Wang, Changshui Zhang. AAAI 2008, 726-731. Web SearchBibTeX |
| 144 | Trace Ratio Criterion for Feature Selection. Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan. AAAI 2008, 671-676. Web SearchBibTeX |
| 143 | Finding image exemplars using fast sparse affinity propagation. Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. ACM Multimedia 2008, 639-642. Web SearchBibTeXDownload |
| 142 | Semi-supervised ranking aggregation. Shouchun Chen, Fei Wang, Yangqiu Song, Changshui Zhang. CIKM 2008, 1427-1428. Web SearchBibTeXDownload |
| 141 | Semi-supervised metric learning by maximizing constraint margin. Fei Wang, Shouchun Chen, Changshui Zhang, Tao Li. CIKM 2008, 1457-1458. Web SearchBibTeXDownload |
| 140 | Normalized tree partitioning for image segmentation. Jingdong Wang, Yangqing Jia, Xian-Sheng Hua, Changshui Zhang, Long Quan. CVPR 2008. Web SearchBibTeXDownload |
| 139 | Blindly separating mixtures of multiple layers with spatial shifts. Kun Gai, Zhenwei Shi, Changshui Zhang. CVPR 2008. Web SearchBibTeXDownload |
| 138 | Transductive object cutout. Jingyu Cui, Qiong Yang, Fang Wen, Qiying Wu, Changshui Zhang, Luc J. Van Gool, Xiaoou Tang. CVPR 2008. Web SearchBibTeXDownload |
| 137 | Distortion-Free Nonlinear Dimensionality Reduction. Yangqing Jia, Zheng Wang, Changshui Zhang. ECML/PKDD (1) 2008, 564-579. Web SearchBibTeXDownload |
| 136 | Transferred Dimensionality Reduction. Zheng Wang, Yangqiu Song, Changshui Zhang. ECML/PKDD (2) 2008, 550-565. Web SearchBibTeXDownload |
| 135 | Towards optimal query design for relevance feedback in image retrieval. Jingyu Cui, Changshui Zhang. ICASSP 2008, 1225-1228. Web SearchBibTeXDownload |
| 134 | Active model selection for Graph-Based Semi-Supervised Learning. Bin Zhao, Fei Wang, Changshui Zhang, Yangqiu Song. ICASSP 2008, 1881-1884. Web SearchBibTeXDownload |
| 133 | Maximum Margin Embedding. Bin Zhao, Fei Wang, Changshui Zhang. ICDM 2008, 1127-1132. Web SearchBibTeXDownload |
| 132 | Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I). Yalin Zheng, Guang Yang, Changshui Zhang, Jing Zheng, Yunpeng Xu. ICIC (2) 2008, 391-400. Web SearchBibTeXDownload |
| 131 | Localized content based image retrieval by multiple instance active learning. Dan Zhang, Fei Wang, Zhenwei Shi, Changshui Zhang. ICIP 2008, 921-924. Web SearchBibTeXDownload |
| 130 | Augmented tree partitioning for interactive image segmentation. Yangqing Jia, Jingdong Wang, Changshui Zhang, Xian-Sheng Hua. ICIP 2008, 2292-2295. Web SearchBibTeXDownload |
| 129 | Learning distance metric for semi-supervised image segmentation. Yangqing Jia, Changshui Zhang. ICIP 2008, 3204-3207. Web SearchBibTeXDownload |
| 128 | Audio tonality mode classification without tonic annotations. Zhiyao Duan, Lie Lu, Changshui Zhang. ICME 2008, 1361-1364. Web SearchBibTeXDownload |
| 127 | Efficient multiclass maximum margin clustering. Bin Zhao, Fei Wang, Changshui Zhang. ICML 2008, 1248-1255. Web SearchBibTeXDownload |
| 126 | Collaborative learning by boosting in distributed environments. Shijun Wang, Changshui Zhang. ICPR 2008, 1-4. Web SearchBibTeXDownload |
| 125 | Local Regularized Least-Square Dimensionality Reduction. Yangqing Jia, Changshui Zhang. ICPR 2008, 1-4. Web SearchBibTeXDownload |
| 124 | Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling. Zhiyao Duan, Yungang Zhang, Changshui Zhang, Zhenwei Shi. IEEE Transactions on Audio, Speech & Language Processing (16): 766-778 (2008). Web SearchBibTeXDownload |
| 123 | Content-Based Information Fusion for Semi-Supervised Music Genre Classification. Yangqiu Song, Changshui Zhang. IEEE Transactions on Multimedia (10): 145-152 (2008). Web SearchBibTeXDownload |
| 122 | Semisupervised Learning Based on Generalized Point Charge Models. Fei Wang, Changshui Zhang. IEEE Transactions on Neural Networks (19): 1307-1311 (2008). Web SearchBibTeXDownload |
| 121 | Label Propagation through Linear Neighborhoods. Fei Wang, Changshui Zhang. IEEE Trans. Knowl. Data Eng. (20): 55-67 (2008). Web SearchBibTeXDownload |
| 120 | Collective Annotation of Music from Multiple Semantic Categories. Zhiyao Duan, Lie Lu, Changshui Zhang. ISMIR 2008, 237-242. Web SearchBibTeXDownload |
| 119 | Cuts3vm: a fast semi-supervised svm algorithm. Bin Zhao, Fei Wang, Changshui Zhang. KDD 2008, 830-838. Web SearchBibTeXDownload |
| 118 | MACBSE: Extracting signals with linear autocorrelations. Zhenwei Shi, Dan Zhang, Changshui Zhang. Neurocomputing (71): 1082-1091 (2008). Web SearchBibTeXDownload |
| 117 | A unified framework for semi-supervised dimensionality reduction. Yangqiu Song, Feiping Nie, Changshui Zhang, Shiming Xiang. Pattern Recognition (41): 2789-2799 (2008). Web SearchBibTeXDownload |
| 116 | Contour graph based human tracking and action sequence recognition. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang. Pattern Recognition (41): 3653-3664 (2008). Web SearchBibTeXDownload |
| 115 | The random electrode selection ensemble for EEG signal classification. Shiliang Sun, Changshui Zhang, Yue Lu. Pattern Recognition (41): 1663-1675 (2008). Web SearchBibTeXDownload |
| 114 | Learning a Mahalanobis distance metric for data clustering and classification. Shiming Xiang, Feiping Nie, Changshui Zhang. Pattern Recognition (41): 3600-3612 (2008). Web SearchBibTeXDownload |
| 113 | Semi-supervised sub-manifold discriminant analysis. Yangqiu Song, Feiping Nie, Changshui Zhang. Pattern Recognition Letters (29): 1806-1813 (2008). Web SearchBibTeXDownload |
| 112 | Semi-Supervised Classification with Universum. Dan Zhang, Jingdong Wang, Fei Wang, Changshui Zhang. SDM 2008, 323-333. Web SearchBibTeXDownload |
| 111 | Semi-supervised Multi-label Learning by Solving a Sylvester Equation. Gang Chen, Yangqiu Song, Fei Wang, Changshui Zhang. SDM 2008, 410-419. Web SearchBibTeXDownload |
| 110 | Efficient Maximum Margin Clustering via Cutting Plane Algorithm. Bin Zhao, Fei Wang, Changshui Zhang. SDM 2008, 751-762. Web SearchBibTeXDownload |
| 109 | Semi-Supervised Clustering via Matrix Factorization. Fei Wang, Tao Li, Changshui Zhang. SDM 2008, 1-12. Web SearchBibTeXDownload |
| 2007 |
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| 108 | Clustering with Local and Global Regularization. Fei Wang, Changshui Zhang, Tao Li. AAAI 2007, 657-662. Web SearchBibTeX |
| 107 | Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang. ACCV (1) 2007, 180-188. Web SearchBibTeXDownload |
| 106 | Combining stroke-based and selection-based relevance feedback for content-based image retrieval. Jingyu Cui, Changshui Zhang. ACM Multimedia 2007, 329-332. Web SearchBibTeXDownload |
| 105 | Ranking with semi-supervised distance metric learning and its application to housing potential estimation. Yangqiu Song, Bin Zhang, Wen Jun Yin, Changshui Zhang, Jin Dong. CIKM 2007, 975-978. Web SearchBibTeXDownload |
| 104 | Discriminant Additive Tangent Spaces for Object Recognition. Liang Xiong, Jianguo Li, Changshui Zhang. CVPR 2007. Web SearchBibTeXDownload |
| 103 | Feature Extraction by Maximizing the Average Neighborhood Margin. Fei Wang, Changshui Zhang. CVPR 2007. Web SearchBibTeXDownload |
| 102 | Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang. CVPR 2007. Web SearchBibTeXDownload |
| 101 | Semi-definite Manifold Alignment. Liang Xiong, Fei Wang, Changshui Zhang. ECML 2007, 773-781. Web SearchBibTeXDownload |
| 100 | Multilevel Belief Propagation for Fast Inference on Markov Random Fields. Liang Xiong, Fei Wang, Changshui Zhang. ICDM 2007, 371-380. Web SearchBibTeXDownload |
| 99 | Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships. Shouchun Chen, Fei Wang, Changshui Zhang. ICDM Workshops 2007, 387-392. Web SearchBibTeXDownload |
| 98 | Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization. Gang Chen, Fei Wang, Changshui Zhang. ICDM Workshops 2007, 303-308. Web SearchBibTeXDownload |
| 97 | A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources. Zhenwei Shi, Dan Zhang, Changshui Zhang. ICME 2007, 220-223. Web SearchBibTeXDownload |
| 96 | Multi-Pitch Estimation Based on Partial Event and Support Transfer. Zhiyao Duan, Dan Zhang, Changshui Zhang, Zhenwei Shi. ICME 2007, 216-219. Web SearchBibTeXDownload |
| 95 | The Selective Random Subspace Predictor for Traffic Flow Forecasting. Shiliang Sun, Changshui Zhang. IEEE Transactions on Intelligent Transportation Systems (8): 367-373 (2007). Web SearchBibTeXDownload |
| 94 | Blind Source Extraction Using Generalized Autocorrelations. Zhenwei Shi, Changshui Zhang. IEEE Transactions on Neural Networks (18): 1516-1524 (2007). Web SearchBibTeXDownload |
| 93 | Generalized Additive Bayesian Network Classifiers. Jianguo Li, Changshui Zhang, Tao Wang, Yimin Zhang. IJCAI 2007, 913-918. Web SearchBibTeXDownload |
| 92 | Neighborhood MinMax Projections. Feiping Nie, Shiming Xiang, Changshui Zhang. IJCAI 2007, 993-998. Web SearchBibTeXDownload |
| 91 | Semi-Supervised Mean Fields. Fei Wang, Shijun Wang, Changshui Zhang, Ole Winther. Journal of Machine Learning Research - Proceedings Track (2): 596-603 (2007). Web SearchBibTeXDownload |
| 90 | Interactive Visual Object Extraction Based on Belief Propagation. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. MMM (1) 2007, 24-33. Web SearchBibTeXDownload |
| 89 | Robust self-tuning semi-supervised learning. Fei Wang, Changshui Zhang. Neurocomputing (70): 2931-2939 (2007). Web SearchBibTeXDownload |
| 88 | Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation. Zhenwei Shi, Changshui Zhang. Neurocomputing (70): 1574-1581 (2007). Web SearchBibTeXDownload |
| 87 | Nonlinear innovation to blind source separation. Zhenwei Shi, Changshui Zhang. Neurocomputing (71): 406-410 (2007). Web SearchBibTeXDownload |
| 86 | Embedding New Data Points for Manifold Learning Via Coordinate Propagation. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang. PAKDD 2007, 332-343. Web SearchBibTeXDownload |
| 85 | Face recognition using spectral features. Fei Wang, Jingdong Wang, Changshui Zhang, James T. Kwok. Pattern Recognition (40): 2786-2797 (2007). Web SearchBibTeXDownload |
| 84 | An evolutionary system for near-regular texture synthesis. Fei Wu, Changshui Zhang, Jingrui He. Pattern Recognition (40): 2271-2282 (2007). Web SearchBibTeXDownload |
| 83 | An experimental evaluation of ensemble methods for EEG signal classification. Shiliang Sun, Changshui Zhang, Dan Zhang. Pattern Recognition Letters (28): 2157-2163 (2007). Web SearchBibTeXDownload |
| 82 | Fast Multilevel Transduction on Graphs. Fei Wang, Changshui Zhang. SDM 2007. Web SearchBibTeXDownload |
| 81 | Regularized clustering for documents. Fei Wang, Changshui Zhang, Tao Li. SIGIR 2007, 95-102. Web SearchBibTeXDownload |
| 2006 |
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| 80 | Exemplar-Based Human Contour Tracking. Shiming Xiang, Feiping Nie, Changshui Zhang. ACCV (1) 2006, 338-347. Web SearchBibTeXDownload |
| 79 | Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. Shiming Xiang, Feiping Nie, Changshui Zhang. ACCV (1) 2006, 216-225. Web SearchBibTeXDownload |
| 78 | Contour Matching Based on Belief Propagation. Shiming Xiang, Feiping Nie, Changshui Zhang. ACCV (2) 2006, 489-498. Web SearchBibTeXDownload |
| 77 | Semi-Supervised Classification Using Linear Neighborhood Propagation. Fei Wang, Changshui Zhang, Helen C. Shen, Jingdong Wang. CVPR (1) 2006, 160-167. Web SearchBibTeXDownload |
| 76 | Spline Embedding for Nonlinear Dimensionality Reduction. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang. ECML 2006, 825-832. Web SearchBibTeXDownload |
| 75 | Manifold-Ranking-Based Keyword Propagation for Image Retrieval. Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Hong-Jiang Zhang, Changshui Zhang. EURASIP J. Adv. Sig. Proc. (2006) (2006). Web SearchBibTeXDownload |
| 74 | Label propagation through linear neighborhoods. Fei Wang, Changshui Zhang. ICML 2006, 985-992. Web SearchBibTeXDownload |
| 73 | Generalized Manifold-Ranking-Based Image Retrieval. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. IEEE Transactions on Image Processing (15): 3170-3177 (2006). Web SearchBibTeXDownload |
| 72 | A bayesian network approach to traffic flow forecasting. Shiliang Sun, Changshui Zhang, Guoqiang Yu. IEEE Transactions on Intelligent Transportation Systems (7): 124-132 (2006). Web SearchBibTeXDownload |
| 71 | Machine Learning Way for Boosting Accuracy in Canonical Correlation Analysis based Frequency Recognition. Zhonglin Lin, Changshui Zhang, Xiaorong Gao. IJCNN 2006, 4645-4649. Web SearchBibTeXDownload |
| 70 | Estimating Fractal Intrinsic Dimension from the Neighborhood. Qutang Cai, Changshui Zhang. ISNN (1) 2006, 1312-1318. Web SearchBibTeXDownload |
| 69 | Adaptive feature extraction for EEG signal classification. Shiliang Sun, Changshui Zhang. Med. Biol. Engineering and Computing (44): 931-935 (2006). Web SearchBibTeXDownload |
| 68 | An optimal kernel feature extractor and its application to EEG signal classification. Shiliang Sun, Changshui Zhang. Neurocomputing (69): 1743-1748 (2006). Web SearchBibTeXDownload |
| 67 | Gaussian moments for noisy complexity pursuit. Zhenwei Shi, Changshui Zhang. Neurocomputing (69): 917-921 (2006). Web SearchBibTeXDownload |
| 66 | Classification of gene-expression data: The manifold-based metric learning way. Jianguo Lee, Changshui Zhang. Pattern Recognition (39): 2450-2463 (2006). Web SearchBibTeXDownload |
| 65 | A Random Walks Method for Text Classification. Yunpeng Xu, Xing Yi, Changshui Zhang. SDM 2006. Web SearchBibTeXDownload |
| 64 | Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. Yangqiu Song, Changshui Zhang, Jianguo Lee. SSPR/SPR 2006, 450-458. Web SearchBibTeXDownload |
| 2005 |
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| 63 | Graph based multi-modality learning. Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma. ACM Multimedia 2005, 862-871. Web SearchBibTeXDownload |
| 62 | Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback. Rui Ma, Yaxuan Qi, Changshui Zhang, Jiaxin Wang. CIS (1) 2005, 1033-1038. Web SearchBibTeXDownload |
| 61 | A Unified Optimization Based Learning Method for Image Retrieval. Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Changshui Zhang, HongJiang Zhang. CVPR (2) 2005, 230-235. Web SearchBibTeXDownload |
| 60 | Network Boosting for BCI Applications. Shijun Wang, Zhonglin Lin, Changshui Zhang. Discovery Science 2005, 386-388. Web SearchBibTeXDownload |
| 59 | Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces. Shiliang Sun, Changshui Zhang. Discovery Science 2005, 215-226. Web SearchBibTeXDownload |
| 58 | Fault-Tolerant EM Algorithm for GMM in Sensor Networks. Yinglong Xia, Changshui Zhang, Shifeng Weng, Rongbin Liu. DMIN 2005, 166-172. Web SearchBibTeX |
| 57 | Network Game and Boosting. Shijun Wang, Changshui Zhang. ECML 2005, 461-472. Web SearchBibTeXDownload |
| 56 | Type-I Topological Logic C1I and Approximate Reasoning. Yalin Zheng, Changshui Zhang, Xin Yao. FSKD (1) 2005, 253-262. Web SearchBibTeXDownload |
| 55 | Type II Topological Logic C1T and Approximate Reasoning. Yalin Zheng, Changshui Zhang, Yinglong Xia. FSKD (1) 2005, 243-252. Web SearchBibTeXDownload |
| 54 | On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces. Shiliang Sun, Changshui Zhang, Naijiang Lu. FSKD (2) 2005, 638-647. Web SearchBibTeXDownload |
| 53 | Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor. Shiliang Sun, Changshui Zhang, Yi Zhang. ICANN (2) 2005, 273-278. Web SearchBibTeXDownload |
| 52 | A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech. Yunpeng Xu, Changshui Zhang, Naijiang Lu. ICAPR (1) 2005, 544-552. Web SearchBibTeXDownload |
| 51 | Spectral Clustering for Time Series. Fei Wang, Changshui Zhang. ICAPR (1) 2005, 345-354. Web SearchBibTeXDownload |
| 50 | Multi-view EM Algorithm for Finite Mixture Models. Xing Yi, Yunpeng Xu, Changshui Zhang. ICAPR (1) 2005, 420-425. Web SearchBibTeXDownload |
| 49 | On the Scale-Free Intersection Graphs. Xin Yao, Changshui Zhang, Jinwen Chen, Yanda Li. ICCSA (2) 2005, 1217-1224. Web SearchBibTeXDownload |
| 48 | Separation of Voice and Music by Harmonic Structure Stability Analysis. Yungang Zhang, Changshui Zhang. ICME 2005, 562-565. Web SearchBibTeXDownload |
| 47 | Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting. Shiliang Sun, Changshui Zhang. ICNC (2) 2005, 652-655. Web SearchBibTeXDownload |
| 46 | Finite Mixture Models with Negative Components. Baibo Zhang, Changshui Zhang. MLDM 2005, 31-41. Web SearchBibTeXDownload |
| 45 | Mixture Random Effect Model Based Meta-analysis for Medical Data Mining. Yinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li. MLDM 2005, 630-640. Web SearchBibTeXDownload |
| 44 | A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. Shiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu. MLDM 2005, 487-496. Web SearchBibTeXDownload |
| 43 | Learning No-Reference Quality Metric by Examples. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma. MMM 2005, 247-254. Web SearchBibTeXDownload |
| 42 | Multiple random walk and its application in content-based image retrieval. Jingrui He, Hanghang Tong, Mingjing Li, Wei-Ying Ma, Changshui Zhang. Multimedia Information Retrieval 2005, 151-158. Web SearchBibTeXDownload |
| 41 | Boosting GMM and Its Two Applications. Fei Wang, Changshui Zhang, Naijiang Lu. Multiple Classifier Systems 2005, 12-21. Web SearchBibTeXDownload |
| 40 | Separation of Music Signals by Harmonic Structure Modeling. Yungang Zhang, Changshui Zhang. NIPS 2005. Web SearchBibTeXDownload |
| 39 | Active curve axis Gaussian mixture models. Baibo Zhang, Changshui Zhang, Xing Yi. Pattern Recognition (38): 2351-2362 (2005). Web SearchBibTeXDownload |
| 38 | Exploring the structure of supervised data by Discriminant Isometric Mapping. Shifeng Weng, Changshui Zhang, Zhonglin Lin. Pattern Recognition (38): 599-601 (2005). Web SearchBibTeXDownload |
| 37 | Visual object recognition using probabilistic kernel subspace similarity. Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian. Pattern Recognition (38): 997-1008 (2005). Web SearchBibTeXDownload |
| 36 | Importance Feature Sampling in Random Subspace. Rongbin Liu, Changshui Zhang, Yinglong Xia. VISION 2005, 192-197. Web SearchBibTeX |
| 2004 |
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| 35 | Manifold-ranking based image retrieval. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. ACM Multimedia 2004, 9-16. Web SearchBibTeXDownload |
| 34 | Tunable Nearest Neighbor Classifier. Yonglei Zhou, Changshui Zhang, Jingchun Wang. DAGM-Symposium 2004, 204-211. Web SearchBibTeXDownload |
| 33 | Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data. Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao. ECML 2004, 419-428. Web SearchBibTeXDownload |
| 32 | Active Morphable Model: An Efficient Method for Face Analysis. Xun Xu, Changshui Zhang, Thomas S. Huang. FGR 2004, 837-842. Web SearchBibTeXDownload |
| 31 | No-reference quality assessment for JPEG2000 compressed images. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang. ICIP 2004, 3539-3542. Web SearchBibTeX |
| 30 | Symmetry feature in content-based image retrieval. Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang. ICIP 2004, 417-420. Web SearchBibTeXDownload |
| 29 | Multi-view EM algorithm and its application to color image segmentation. Xing Yi, Changshui Zhang, Jingdong Wang. ICME 2004, 351-354. Web SearchBibTeX |
| 28 | Blur detection for digital images using wavelet transform. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang. ICME 2004, 17-20. Web SearchBibTeX |
| 27 | Probabilistic tangent subspace: a unified view. Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian. ICML 2004. Web SearchBibTeXDownload |
| 26 | Classifier Combination based on Active Learning. Xing Yi, Zhongbao Kou, Changshui Zhang. ICPR (1) 2004, 184-187. Web SearchBibTeXDownload |
| 25 | W-Boost and Its Application to Web Image Classification. Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang. ICPR (1) 2004, 148-151. Web SearchBibTeXDownload |
| 24 | Relevant Linear Feature Extraction Using Side-information and Unlabeled Data. Fei Wu, Yonglei Zhou, Changshui Zhang. ICPR (3) 2004, 582-585. Web SearchBibTeXDownload |
| 23 | Session Identification Based on Time Interval in Web Log Mining. Like Zhuang, Zhongbao Kou, Changshui Zhang. Intelligent Information Processing 2004, 389-396. Web SearchBibTeXDownload |
| 22 | Learning the Supervised NLDR Mapping for Classification. Zhonglin Lin, Shifeng Weng, Changshui Zhang, Naijiang Lu, Zhimin Xia. ISNN (1) 2004, 900-905. Web SearchBibTeXDownload |
| 21 | A New Adaptive Self-Organizing Map. Shifeng Weng, Fai Wong, Changshui Zhang. ISNN (1) 2004, 205-210. Web SearchBibTeXDownload |
| 20 | Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data. Changshui Zhang, Shiliang Sun, Guoqiang Yu. ISNN (2) 2004, 950-955. Web SearchBibTeXDownload |
| 19 | Mean version space: a new active learning method for content-based image retrieval. Jingrui He, Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang. Multimedia Information Retrieval 2004, 15-22. Web SearchBibTeXDownload |
| 18 | Erratum to "Distance metric learning by knowledge embedding" [Pattern Recognition 37(1)161-163(2004)]. Yungang Zhang, Changshui Zhang, David Zhang. Pattern Recognition (37): 855 (2004). Web SearchBibTeXDownload |
| 17 | Distance metric learning by knowledge embedding. Yungang Zhang, Changshui Zhang, David Zhang. Pattern Recognition (37): 161-163 (2004). Web SearchBibTeXDownload |
| 16 | Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction. Changshui Zhang, Jun Wang, Nanyuan Zhao, David Zhang. Pattern Recognition (37): 325-336 (2004). Web SearchBibTeXDownload |
| 15 | Competitive EM algorithm for finite mixture models. Baibo Zhang, Changshui Zhang, Xing Yi. Pattern Recognition (37): 131-144 (2004). Web SearchBibTeXDownload |
| 14 | Classification of Digital Photos Taken by Photographers or Home Users. Hanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang. PCM (1) 2004, 198-205. Web SearchBibTeXDownload |
| 13 | Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval. Jingrui He, Mingjing Li, Zhiwei Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. PCM (2) 2004, 213-220. Web SearchBibTeXDownload |
| 12 | Automatic Peak Number Detection in Image Symmetry Analysis. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang. PCM (3) 2004, 111-118. Web SearchBibTeXDownload |
| 11 | Extended Nearest Feature Line Classifier. Yonglei Zhou, Changshui Zhang, Jingchun Wang. PRICAI 2004, 183-190. Web SearchBibTeXDownload |
| 2003 |
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| 10 | Kernel Trick Embedded Gaussian Mixture Model. Jingdong Wang, Jianguo Lee, Changshui Zhang. ALT 2003, 159-174. Web SearchBibTeXDownload |
| 9 | Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction. Zhongbao Kou, Ban Tao, Changshui Zhang. Discovery Science 2003, 328-335. Web SearchBibTeXDownload |
| 8 | A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures. Ban Tao, Changshui Zhang, Shu Wei. ECAL 2003, 572-579. Web SearchBibTeXDownload |
| 7 | Clustering in Knowledge Embedded Space. Yungang Zhang, Changshui Zhang, Shijun Wang. ECML 2003, 480-491. Web SearchBibTeXDownload |
| 6 | Color Image Segmentation: Kernel Do the Feature Space. Jianguo Lee, Jingdong Wang, Changshui Zhang. ECML 2003, 253-264. Web SearchBibTeXDownload |
| 2002 |
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| 5 | Hierarchical Shape Modeling for Automatic Face Localization. Ce Liu, Heung-Yeung Shum, Changshui Zhang. ECCV (2) 2002, 687-703. Web SearchBibTeXDownload |
| 2001 |
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| 4 | A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model. Ce Liu, Heung-Yeung Shum, Changshui Zhang. CVPR (1) 2001, 192-198. Web SearchBibTeXDownload |
| 3 | Automated Cartridge Identification for Firearm Authentication. Jie Zhou, Le-ping Xin, Dashan Gao, Changshui Zhang, David Zhang. CVPR (1) 2001, 749-754. Web SearchBibTeXDownload |
| 2 | Palmprint recognition using crease. Jun Chen, Changshui Zhang, Gang Rong. ICIP (3) 2001, 234-237. Web SearchBibTeXDownload |
| 2000 |
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| 1 | A Novel Algorithm for Rotated Human Face Detection. Xiao-guang Lv, Jie Zhou, Changshui Zhang. CVPR 2000, 1760-1765. Web SearchBibTeXDownload |
