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Changshui Zhang: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Shiming Xiang, Feiping Nie, Changshui Zhang
    Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. [Citation Graph (0, 0)][DBLP]
    ACCV (1), 2006, pp:216-225 [Conf]
  2. Shiming Xiang, Feiping Nie, Changshui Zhang
    Exemplar-Based Human Contour Tracking. [Citation Graph (0, 0)][DBLP]
    ACCV (1), 2006, pp:338-347 [Conf]
  3. Shiming Xiang, Feiping Nie, Changshui Zhang
    Contour Matching Based on Belief Propagation. [Citation Graph (0, 0)][DBLP]
    ACCV (2), 2006, pp:489-498 [Conf]
  4. Jingdong Wang, Jianguo Lee, Changshui Zhang
    Kernel Trick Embedded Gaussian Mixture Model. [Citation Graph (0, 0)][DBLP]
    ALT, 2003, pp:159-174 [Conf]
  5. Rui Ma, Yaxuan Qi, Changshui Zhang, Jiaxin Wang
    Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback. [Citation Graph (0, 0)][DBLP]
    CIS (1), 2005, pp:1033-1038 [Conf]
  6. Xiao-guang Lv, Jie Zhou, Changshui Zhang
    A Novel Algorithm for Rotated Human Face Detection. [Citation Graph (0, 0)][DBLP]
    CVPR, 2000, pp:1760-1765 [Conf]
  7. Ce Liu, Heung-Yeung Shum, Changshui Zhang
    A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2001, pp:192-198 [Conf]
  8. Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Changshui Zhang, HongJiang Zhang
    A Unified Optimization Based Learning Method for Image Retrieval. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2005, pp:230-235 [Conf]
  9. Fei Wang, Changshui Zhang, Helen C. Shen, Jingdong Wang
    Semi-Supervised Classification Using Linear Neighborhood Propagation. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2006, pp:160-167 [Conf]
  10. Jie Zhou, Le-ping Xin, Dashan Gao, Changshui Zhang, David Zhang
    Automated Cartridge Identification for Firearm Authentication. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2001, pp:749-754 [Conf]
  11. Yonglei Zhou, Changshui Zhang, Jingchun Wang
    Tunable Nearest Neighbor Classifier. [Citation Graph (0, 0)][DBLP]
    DAGM-Symposium, 2004, pp:204-211 [Conf]
  12. Shijun Wang, Zhonglin Lin, Changshui Zhang
    Network Boosting for BCI Applications. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2005, pp:386-388 [Conf]
  13. Shiliang Sun, Changshui Zhang
    Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2005, pp:215-226 [Conf]
  14. Zhongbao Kou, Ban Tao, Changshui Zhang
    Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction. [Citation Graph (0, 0)][DBLP]
    Discovery Science, 2003, pp:328-335 [Conf]
  15. Yinglong Xia, Changshui Zhang, Shifeng Weng, Rongbin Liu
    Fault-Tolerant EM Algorithm for GMM in Sensor Networks. [Citation Graph (0, 0)][DBLP]
    DMIN, 2005, pp:166-172 [Conf]
  16. Ban Tao, Changshui Zhang, Shu Wei
    A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures. [Citation Graph (0, 0)][DBLP]
    ECAL, 2003, pp:572-579 [Conf]
  17. Ce Liu, Heung-Yeung Shum, Changshui Zhang
    Hierarchical Shape Modeling for Automatic Face Localization. [Citation Graph (0, 0)][DBLP]
    ECCV (2), 2002, pp:687-703 [Conf]
  18. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang
    Spline Embedding for Nonlinear Dimensionality Reduction. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:825-832 [Conf]
  19. Jianguo Lee, Jingdong Wang, Changshui Zhang
    Color Image Segmentation: Kernel Do the Feature Space. [Citation Graph (0, 0)][DBLP]
    ECML, 2003, pp:253-264 [Conf]
  20. Shiliang Sun, Changshui Zhang, Guoqiang Yu, Naijiang Lu, Fei Xiao
    Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data. [Citation Graph (0, 0)][DBLP]
    ECML, 2004, pp:419-428 [Conf]
  21. Shijun Wang, Changshui Zhang
    Network Game and Boosting. [Citation Graph (0, 0)][DBLP]
    ECML, 2005, pp:461-472 [Conf]
  22. Yungang Zhang, Changshui Zhang, Shijun Wang
    Clustering in Knowledge Embedded Space. [Citation Graph (0, 0)][DBLP]
    ECML, 2003, pp:480-491 [Conf]
  23. Xun Xu, Changshui Zhang, Thomas S. Huang
    Active Morphable Model: An Efficient Method for Face Analysis. [Citation Graph (0, 0)][DBLP]
    FGR, 2004, pp:837-842 [Conf]
  24. Shiliang Sun, Changshui Zhang, Naijiang Lu
    On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces. [Citation Graph (0, 0)][DBLP]
    FSKD (2), 2005, pp:638-647 [Conf]
  25. Yalin Zheng, Changshui Zhang, Yinglong Xia
    Type II Topological Logic C1T and Approximate Reasoning. [Citation Graph (0, 0)][DBLP]
    FSKD (1), 2005, pp:243-252 [Conf]
  26. Yalin Zheng, Changshui Zhang, Xin Yao
    Type-I Topological Logic C1I and Approximate Reasoning. [Citation Graph (0, 0)][DBLP]
    FSKD (1), 2005, pp:253-262 [Conf]
  27. Shiliang Sun, Changshui Zhang, Yi Zhang
    Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor. [Citation Graph (0, 0)][DBLP]
    ICANN (2), 2005, pp:273-278 [Conf]
  28. Fei Wang, Changshui Zhang
    Spectral Clustering for Time Series. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:345-354 [Conf]
  29. Yunpeng Xu, Changshui Zhang, Naijiang Lu
    A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:544-552 [Conf]
  30. Xing Yi, Yunpeng Xu, Changshui Zhang
    Multi-view EM Algorithm for Finite Mixture Models. [Citation Graph (0, 0)][DBLP]
    ICAPR (1), 2005, pp:420-425 [Conf]
  31. Xin Yao, Changshui Zhang, Jinwen Chen, Yanda Li
    On the Scale-Free Intersection Graphs. [Citation Graph (0, 0)][DBLP]
    ICCSA (2), 2005, pp:1217-1224 [Conf]
  32. Jun Chen, Changshui Zhang, Gang Rong
    Palmprint recognition using crease. [Citation Graph (0, 0)][DBLP]
    ICIP (3), 2001, pp:234-237 [Conf]
  33. Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang
    Symmetry feature in content-based image retrieval. [Citation Graph (0, 0)][DBLP]
    ICIP, 2004, pp:417-420 [Conf]
  34. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang
    No-reference quality assessment for JPEG2000 compressed images. [Citation Graph (0, 0)][DBLP]
    ICIP, 2004, pp:3539-3542 [Conf]
  35. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang
    Blur detection for digital images using wavelet transform. [Citation Graph (0, 0)][DBLP]
    ICME, 2004, pp:17-20 [Conf]
  36. Xing Yi, Changshui Zhang, Jingdong Wang
    Multi-view EM algorithm and its application to color image segmentation. [Citation Graph (0, 0)][DBLP]
    ICME, 2004, pp:351-354 [Conf]
  37. Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian
    Probabilistic tangent subspace: a unified view. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  38. Fei Wang, Changshui Zhang
    Label propagation through linear neighborhoods. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:985-992 [Conf]
  39. Shiliang Sun, Changshui Zhang
    Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting. [Citation Graph (0, 0)][DBLP]
    ICNC (2), 2005, pp:652-655 [Conf]
  40. Jingrui He, Mingjing Li, HongJiang Zhang, Changshui Zhang
    W-Boost and Its Application to Web Image Classification. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:148-151 [Conf]
  41. Fei Wu, Yonglei Zhou, Changshui Zhang
    Relevant Linear Feature Extraction Using Side-information and Unlabeled Data. [Citation Graph (0, 0)][DBLP]
    ICPR (3), 2004, pp:582-585 [Conf]
  42. Xing Yi, Zhongbao Kou, Changshui Zhang
    Classifier Combination based on Active Learning. [Citation Graph (0, 0)][DBLP]
    ICPR (1), 2004, pp:184-187 [Conf]
  43. Like Zhuang, Zhongbao Kou, Changshui Zhang
    Session Identification Based on Time Interval in Web Log Mining. [Citation Graph (0, 0)][DBLP]
    Intelligent Information Processing, 2004, pp:389-396 [Conf]
  44. Feiping Nie, Shiming Xiang, Changshui Zhang
    Neighborhood MinMax Projections. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:993-998 [Conf]
  45. Jianguo Li, Changshui Zhang, Tao Wang, Yimin Zhang
    Generalized Additive Bayesian Network Classifiers. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:913-918 [Conf]
  46. Qutang Cai, Changshui Zhang
    Estimating Fractal Intrinsic Dimension from the Neighborhood. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2006, pp:1312-1318 [Conf]
  47. Zhonglin Lin, Shifeng Weng, Changshui Zhang, Naijiang Lu, Zhimin Xia
    Learning the Supervised NLDR Mapping for Classification. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:900-905 [Conf]
  48. Shifeng Weng, Fai Wong, Changshui Zhang
    A New Adaptive Self-Organizing Map. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:205-210 [Conf]
  49. Changshui Zhang, Shiliang Sun, Guoqiang Yu
    Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data. [Citation Graph (0, 0)][DBLP]
    ISNN (2), 2004, pp:950-955 [Conf]
  50. Fei Wang, Changshui Zhang, Naijiang Lu
    Boosting GMM and Its Two Applications. [Citation Graph (0, 0)][DBLP]
    Multiple Classifier Systems, 2005, pp:12-21 [Conf]
  51. Jingrui He, Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang
    Mean version space: a new active learning method for content-based image retrieval. [Citation Graph (0, 0)][DBLP]
    Multimedia Information Retrieval, 2004, pp:15-22 [Conf]
  52. Yinglong Xia, Shifeng Weng, Changshui Zhang, Shao Li
    Mixture Random Effect Model Based Meta-analysis for Medical Data Mining. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:630-640 [Conf]
  53. Shiming Xiang, Changshui Zhang, Xiaoping Chen, Naijiang Lu
    A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:487-496 [Conf]
  54. Baibo Zhang, Changshui Zhang
    Finite Mixture Models with Negative Components. [Citation Graph (0, 0)][DBLP]
    MLDM, 2005, pp:31-41 [Conf]
  55. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
    Manifold-ranking based image retrieval. [Citation Graph (0, 0)][DBLP]
    ACM Multimedia, 2004, pp:9-16 [Conf]
  56. Hanghang Tong, Jingrui He, Mingjing Li, Changshui Zhang, Wei-Ying Ma
    Graph based multi-modality learning. [Citation Graph (0, 0)][DBLP]
    ACM Multimedia, 2005, pp:862-871 [Conf]
  57. Hanghang Tong, Mingjing Li, HongJiang Zhang, Changshui Zhang, Jingrui He, Wei-Ying Ma
    Learning No-Reference Quality Metric by Examples. [Citation Graph (0, 0)][DBLP]
    MMM, 2005, pp:247-254 [Conf]
  58. Yungang Zhang, Changshui Zhang
    Separation of Music Signals by Harmonic Structure Modeling. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  59. 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. [Citation Graph (0, 0)][DBLP]
    PCM (2), 2004, pp:213-220 [Conf]
  60. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
    Automatic Peak Number Detection in Image Symmetry Analysis. [Citation Graph (0, 0)][DBLP]
    PCM (3), 2004, pp:111-118 [Conf]
  61. Hanghang Tong, Mingjing Li, HongJiang Zhang, Jingrui He, Changshui Zhang
    Classification of Digital Photos Taken by Photographers or Home Users. [Citation Graph (0, 0)][DBLP]
    PCM (1), 2004, pp:198-205 [Conf]
  62. Yonglei Zhou, Changshui Zhang, Jingchun Wang
    Extended Nearest Feature Line Classifier. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2004, pp:183-190 [Conf]
  63. Yunpeng Xu, Xing Yi, Changshui Zhang
    A Random Walks Method for Text Classification. [Citation Graph (0, 0)][DBLP]
    SDM, 2006, pp:- [Conf]
  64. Yangqiu Song, Changshui Zhang, Jianguo Lee
    Graph Based Multi-class Semi-supervised Learning Using Gaussian Process. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:450-458 [Conf]
  65. Rongbin Liu, Changshui Zhang, Yinglong Xia
    Importance Feature Sampling in Random Subspace. [Citation Graph (0, 0)][DBLP]
    VISION, 2005, pp:192-197 [Conf]
  66. Zhenwei Shi, Changshui Zhang
    Gaussian moments for noisy complexity pursuit. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:7-9, pp:917-921 [Journal]
  67. Jianguo Lee, Jingdong Wang, Changshui Zhang, Zhaoqi Bian
    Visual object recognition using probabilistic kernel subspace similarity. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:7, pp:997-1008 [Journal]
  68. Shifeng Weng, Changshui Zhang, Zhonglin Lin
    Exploring the structure of supervised data by Discriminant Isometric Mapping. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:4, pp:599-601 [Journal]
  69. Changshui Zhang, Jun Wang, Nanyuan Zhao, David Zhang
    Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:2, pp:325-336 [Journal]
  70. Baibo Zhang, Changshui Zhang, Xing Yi
    Competitive EM algorithm for finite mixture models. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:1, pp:131-144 [Journal]
  71. Baibo Zhang, Changshui Zhang, Xing Yi
    Active curve axis Gaussian mixture models. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:12, pp:2351-2362 [Journal]
  72. Yun Gang Zhang, Changshui Zhang, David Zhang
    Distance metric learning by knowledge embedding. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:1, pp:161-163 [Journal]
  73. Yun Gang Zhang, Changshui Zhang, David Zhang
    Erratum to "Distance metric learning by knowledge embedding" [Pattern Recognition 37(1)161-163(2004)]. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:4, pp:855- [Journal]
  74. Jianguo Lee, Changshui Zhang
    Classification of gene-expression data: The manifold-based metric learning way. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:12, pp:2450-2463 [Journal]
  75. Jingrui He, Mingjing Li, HongJiang Zhang, Hanghang Tong, Changshui Zhang
    Generalized Manifold-Ranking-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2006, v:15, n:10, pp:3170-3177 [Journal]
  76. Fei Wang, Changshui Zhang, Tao Li
    Clustering with Local and Global Regularization. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:657-662 [Conf]
  77. Dan Zhang, Zhenwei Shi, Yangqiu Song, Changshui Zhang
    Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning. [Citation Graph (0, 0)][DBLP]
    ACCV (1), 2007, pp:180-188 [Conf]
  78. Feiping Nie, Shiming Xiang, Yangqiu Song, Changshui Zhang
    Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  79. Fei Wang, Changshui Zhang
    Feature Extraction by Maximizing the Average Neighborhood Margin. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  80. Liang Xiong, Jianguo Li, Changshui Zhang
    Discriminant Additive Tangent Spaces for Object Recognition. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  81. Liang Xiong, Fei Wang, Changshui Zhang
    Semi-definite Manifold Alignment. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:773-781 [Conf]
  82. Jingrui He, Hanghang Tong, Mingjing Li, Wei-Ying Ma, Changshui Zhang
    Multiple random walk and its application in content-based image retrieval. [Citation Graph (0, 0)][DBLP]
    Multimedia Information Retrieval, 2005, pp:151-158 [Conf]
  83. Jingyu Cui, Changshui Zhang
    Combining stroke-based and selection-based relevance feedback for content-based image retrieval. [Citation Graph (0, 0)][DBLP]
    ACM Multimedia, 2007, pp:329-332 [Conf]
  84. Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang
    Interactive Visual Object Extraction Based on Belief Propagation. [Citation Graph (0, 0)][DBLP]
    MMM (1), 2007, pp:24-33 [Conf]
  85. Shiming Xiang, Feiping Nie, Yangqiu Song, Changshui Zhang, Chunxia Zhang
    Embedding New Data Points for Manifold Learning Via Coordinate Propagation. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2007, pp:332-343 [Conf]
  86. Fei Wang, Changshui Zhang
    Fast Multilevel Transduction on Graphs. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  87. Fei Wang, Changshui Zhang, Tao Li
    Regularized clustering for documents. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2007, pp:95-102 [Conf]
  88. Shiliang Sun, Changshui Zhang
    An optimal kernel feature extractor and its application to EEG signal classification. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:13-15, pp:1743-1748 [Journal]
  89. Fei Wang, Changshui Zhang
    Robust self-tuning semi-supervised learning. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:16-18, pp:2931-2939 [Journal]
  90. Zhenwei Shi, Changshui Zhang
    Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:70, n:7-9, pp:1574-1581 [Journal]
  91. Zhenwei Shi, Changshui Zhang
    Nonlinear innovation to blind source separation. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2007, v:71, n:1-3, pp:406-410 [Journal]
  92. Fei Wu, Changshui Zhang, Jingrui He
    An evolutionary system for near-regular texture synthesis. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:8, pp:2271-2282 [Journal]
  93. Fei Wang, Jingdong Wang, Changshui Zhang, James Kwok
    Face recognition using spectral features. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:10, pp:2786-2797 [Journal]
  94. Shiliang Sun, Changshui Zhang, Dan Zhang
    An experimental evaluation of ensemble methods for EEG signal classification. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:15, pp:2157-2163 [Journal]

  95. Instance-level Semisupervised Multiple Instance Learning. [Citation Graph (, )][DBLP]


  96. On Discriminative Semi-Supervised Classification. [Citation Graph (, )][DBLP]


  97. Semi-supervised Classification Using Local and Global Regularization. [Citation Graph (, )][DBLP]


  98. Trace Ratio Criterion for Feature Selection. [Citation Graph (, )][DBLP]


  99. Multi-View Local Learning. [Citation Graph (, )][DBLP]


  100. What if the Irresponsible Teachers Are Dominating? [Citation Graph (, )][DBLP]


  101. Multitask Bregman Clustering. [Citation Graph (, )][DBLP]


  102. Learning Discriminative Piecewise Linear Models with Boundary Points. [Citation Graph (, )][DBLP]


  103. Compressed Learning with Regular Concept. [Citation Graph (, )][DBLP]


  104. Ranking with semi-supervised distance metric learning and its application to housing potential estimation. [Citation Graph (, )][DBLP]


  105. Semi-supervised ranking aggregation. [Citation Graph (, )][DBLP]


  106. Semi-supervised metric learning by maximizing constraint margin. [Citation Graph (, )][DBLP]


  107. Instance- and bag-level manifold regularization for aggregate outputs classification. [Citation Graph (, )][DBLP]


  108. Efficient multi-class unlabeled constrained semi-supervised SVM. [Citation Graph (, )][DBLP]


  109. Learning to rank tags. [Citation Graph (, )][DBLP]


  110. Transductive object cutout. [Citation Graph (, )][DBLP]


  111. Normalized tree partitioning for image segmentation. [Citation Graph (, )][DBLP]


  112. Blindly separating mixtures of multiple layers with spatial shifts. [Citation Graph (, )][DBLP]


  113. Efficient multi-label classification with hypergraph regularization. [Citation Graph (, )][DBLP]


  114. Unsupervised Maximum Margin Feature Selection with manifold regularization. [Citation Graph (, )][DBLP]


  115. Blind separation of superimposed images with unknown motions. [Citation Graph (, )][DBLP]


  116. Multilevel Belief Propagation for Fast Inference on Markov Random Fields. [Citation Graph (, )][DBLP]


  117. Collaborative Filtering Using Orthogonal Nonnegative Matrix Tri-factorization. [Citation Graph (, )][DBLP]


  118. Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships. [Citation Graph (, )][DBLP]


  119. Maximum Margin Embedding. [Citation Graph (, )][DBLP]


  120. Maximum Margin Clustering with Multivariate Loss Function. [Citation Graph (, )][DBLP]


  121. Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model. [Citation Graph (, )][DBLP]


  122. Sparse Norm-Regularized Reconstructive Coefficients Learning. [Citation Graph (, )][DBLP]


  123. Compressed Spectral Clustering. [Citation Graph (, )][DBLP]


  124. Kernel K-means Based Framework for Aggregate Outputs Classification. [Citation Graph (, )][DBLP]


  125. Probabilistic Labeled Semi-supervised SVM. [Citation Graph (, )][DBLP]


  126. Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I). [Citation Graph (, )][DBLP]


  127. Learning distance metric for semi-supervised image segmentation. [Citation Graph (, )][DBLP]


  128. Augmented tree partitioning for interactive image segmentation. [Citation Graph (, )][DBLP]


  129. Localized content based image retrieval by multiple instance active learning. [Citation Graph (, )][DBLP]


  130. Separation of Voice and Music by Harmonic Structure Stability Analysis. [Citation Graph (, )][DBLP]


  131. A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources. [Citation Graph (, )][DBLP]


  132. Multi-Pitch Estimation Based on Partial Event and Support Transfer. [Citation Graph (, )][DBLP]


  133. Audio tonality mode classification without tonic annotations. [Citation Graph (, )][DBLP]


  134. Efficient multiclass maximum margin clustering. [Citation Graph (, )][DBLP]


  135. Local Regularized Least-Square Dimensionality Reduction. [Citation Graph (, )][DBLP]


  136. Collaborative learning by boosting in distributed environments. [Citation Graph (, )][DBLP]


  137. Knowledge Transfer on Hybrid Graph. [Citation Graph (, )][DBLP]


  138. Spectral Embedded Clustering. [Citation Graph (, )][DBLP]


  139. Selecting Informative Universum Sample for Semi-Supervised Learning. [Citation Graph (, )][DBLP]


  140. On-line Evolutionary Exponential Family Mixture. [Citation Graph (, )][DBLP]


  141. Semi-Supervised Classification on Evolutionary Data. [Citation Graph (, )][DBLP]


  142. Machine Learning Way for Boosting Accuracy in Canonical Correlation Analysis based Frequency Recognition. [Citation Graph (, )][DBLP]


  143. Collective Annotation of Music from Multiple Semantic Categories. [Citation Graph (, )][DBLP]


  144. Cuts3vm: a fast semi-supervised svm algorithm. [Citation Graph (, )][DBLP]


  145. Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora. [Citation Graph (, )][DBLP]


  146. Finding image exemplars using fast sparse affinity propagation. [Citation Graph (, )][DBLP]


  147. Distortion-Free Nonlinear Dimensionality Reduction. [Citation Graph (, )][DBLP]


  148. Transferred Dimensionality Reduction. [Citation Graph (, )][DBLP]


  149. Efficient Maximum Margin Clustering via Cutting Plane Algorithm. [Citation Graph (, )][DBLP]


  150. Semi-Supervised Classification with Universum. [Citation Graph (, )][DBLP]


  151. Semi-Supervised Clustering via Matrix Factorization. [Citation Graph (, )][DBLP]


  152. Semi-supervised Multi-label Learning by Solving a Sylvester Equation. [Citation Graph (, )][DBLP]


  153. Multiple Kernel Clustering. [Citation Graph (, )][DBLP]


  154. Active model selection for Graph-Based Semi-Supervised Learning. [Citation Graph (, )][DBLP]


  155. Towards optimal query design for relevance feedback in image retrieval. [Citation Graph (, )][DBLP]


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