The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

Zhi-Hua Zhou: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Yang Yu, Zhi-Hua Zhou
    A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  2. Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
    Improve Web Search Using Image Snippets. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  3. Zhi-Hua Zhou, Xu-Ying Liu
    On Multi-Class Cost-Sensitive Learning. [Citation Graph (0, 0)][DBLP]
    AAAI, 2006, pp:- [Conf]
  4. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition. [Citation Graph (0, 0)][DBLP]
    AMFG, 2005, pp:350-363 [Conf]
  5. Yang Gao, Joshua Zhexue Huang, Hongqiang Rong, Zhi-Hua Zhou
    Meta-game Equilibrium for Multi-agent Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2004, pp:930-936 [Conf]
  6. Zhi-Hua Zhou, Shifu Chen, Zhaoqian Chen
    FANRE: A Fast Adaptive Neural Regression Estimator. [Citation Graph (0, 0)][DBLP]
    Australian Joint Conference on Artificial Intelligence, 1999, pp:48-59 [Conf]
  7. Zhi-Hua Zhou, Xiao-Bing Xue, Yuan Jiang
    Locating Regions of Interest in CBIR with Multi-instance Learning Techniques. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2005, pp:92-101 [Conf]
  8. Xiaoyang Tan, Songcan Chen, Jun Li, Zhi-Hua Zhou
    Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2006, pp:138-145 [Conf]
  9. Xiao-Bing Xue, Zhi-Hua Zhou
    Distributional Features for Text Categorization. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:497-508 [Conf]
  10. Zhi-Hua Zhou, Ke-Jia Chen, Yuan Jiang
    Exploiting Unlabeled Data in Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ECML, 2004, pp:525-536 [Conf]
  11. Zhi-Hua Zhou, Min-Ling Zhang
    Ensembles of Multi-instance Learners. [Citation Graph (0, 0)][DBLP]
    ECML, 2003, pp:492-502 [Conf]
  12. Fu Jie Huang, Tsuhan Chen, Zhi-Hua Zhou, Hong-Jiang Zhang
    Pose Invariant Face Recognition. [Citation Graph (0, 0)][DBLP]
    FG, 2000, pp:245-250 [Conf]
  13. Zhi-Hua Zhou, Hong-Bin Dai
    Query-Sensitive Similarity Measure for Content-Based Image Retrieval. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1211-1215 [Conf]
  14. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1178-1182 [Conf]
  15. Xu-Ying Liu, Zhi-Hua Zhou
    The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:970-974 [Conf]
  16. Xu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou
    Exploratory Under-Sampling for Class-Imbalance Learning. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:965-969 [Conf]
  17. Junping Zhang, Li He, Zhi-Hua Zhou
    Ensemble-Based Discriminant Manifold Learning for Face Recognition. [Citation Graph (0, 0)][DBLP]
    ICNC (1), 2006, pp:29-38 [Conf]
  18. Zhi-Hua Zhou, Shifu Chen, Zhaoqian Chen
    Mining Typhoon Knowledge with Neural Networks. [Citation Graph (0, 0)][DBLP]
    ICTAI, 1999, pp:325-326 [Conf]
  19. Zhi-Hua Zhou, Min-Ling Zhang, Ke-Jia Chen
    A Novel Bag Generator for Image Database Retrieval With Multi-Instance Learning Techniques. [Citation Graph (0, 0)][DBLP]
    ICTAI, 2003, pp:565-569 [Conf]
  20. Yu-Bin Yang, Shifu Chen, Zhi-Hua Zhou, Hui Lin, Yukun Ye
    An Intelligent Medical Image Understanding Method Using Two-Tier Neural Network Ensembles. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 2005, pp:616-618 [Conf]
  21. Zhi-Hua Zhou, Yuan Jiang, Xu-Ri Yin, Shifu Chen
    The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System. [Citation Graph (0, 0)][DBLP]
    IEA/AIE, 2002, pp:325-334 [Conf]
  22. Min-Ling Zhang, Zhi-Hua Zhou
    Ensembles of Multi-Instance Neural Networks. [Citation Graph (0, 0)][DBLP]
    Intelligent Information Processing, 2004, pp:471-474 [Conf]
  23. Zhi-Hua Zhou, Ming Li
    Semi-Supervised Regression with Co-Training. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:908-916 [Conf]
  24. Zhi-Hua Zhou, Jianxin Wu, Yuan Jiang, Shifu Chen
    Genetic Algorithm based Selective Neural Network Ensemble. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:797-802 [Conf]
  25. Zhi-Hua Zhou, Hong-Bin Dai
    Exploiting Image Contents in Web Search. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2922-2927 [Conf]
  26. Jia-Zhou He, Zhi-Hua Zhou, Xu-Ri Yin, Shifu Chen
    Using Neural Networks for Fault Diagnosis. [Citation Graph (0, 0)][DBLP]
    IJCNN (5), 2000, pp:217-220 [Conf]
  27. Zhi-Hua Zhou, Shifu Chen, Zhaoqian Chen
    A Statistics Based Approach for Extracting Priority Rules from Trained Neural Networks. [Citation Graph (0, 0)][DBLP]
    IJCNN (3), 2000, pp:401-406 [Conf]
  28. Yuan Jiang, Zhi-Hua Zhou
    Editing Training Data for kNN Classifiers with Neural Network Ensemble. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:356-361 [Conf]
  29. Ning Li, Huajie Zhou, Jinjiang Ling, Zhi-Hua Zhou
    Spiculated Lesion Detection in Digital Mammogram Based on Artificial Neural Network Ensemble. [Citation Graph (0, 0)][DBLP]
    ISNN (3), 2005, pp:790-795 [Conf]
  30. Jun Liu, Songcan Chen, Zhi-Hua Zhou
    Progressive Principal Component Analysis. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:768-773 [Conf]
  31. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang
    Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:858-863 [Conf]
  32. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Fuzzy-Kernel Learning Vector Quantization. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:180-185 [Conf]
  33. Honghua Dai, Gang Li, Zhi-Hua Zhou
    Ensembling MML Causal Discovery. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:260-271 [Conf]
  34. Yuan Jiang, Ming Li, Zhi-Hua Zhou
    Generation of Comprehensible Hypotheses from Gene Expression Data. [Citation Graph (0, 0)][DBLP]
    BioDM, 2006, pp:116-123 [Conf]
  35. Ming Li, Zhi-Hua Zhou
    SETRED: Self-training with Editing. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2005, pp:611-621 [Conf]
  36. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang
    Feature Selection for High Dimensional Face Image Using Self-organizing Maps. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2005, pp:500-504 [Conf]
  37. De-Chuan Zhan, Zhi-Hua Zhou
    Neighbor Line-Based Locally Linear Embedding. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2006, pp:806-815 [Conf]
  38. Zhi-Hua Zhou, Dan Wei, Gang Li, Honghua Dai
    On the Size of Training Set and the Benefit from Ensemble. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2004, pp:298-307 [Conf]
  39. Xin Geng, Zhi-Hua Zhou, Honghua Dai
    Uncontrolled Face Recognition by Individual Stable Neural Network. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:553-562 [Conf]
  40. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Non-negative Matrix Factorization on Kernels. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:404-412 [Conf]
  41. Zhi-Hua Zhou
    Learning with Unlabeled Data and Its Application to Image Retrieval. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:5-10 [Conf]
  42. Yuan Jiang, Ke-Jia Chen, Zhi-Hua Zhou
    SOM Based Image Segmentation. [Citation Graph (0, 0)][DBLP]
    RSFDGrC, 2003, pp:640-643 [Conf]
  43. Yuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Zhi-Hua Zhou
    Dependency Bagging. [Citation Graph (0, 0)][DBLP]
    RSFDGrC (1), 2005, pp:491-500 [Conf]
  44. Zhi-Hua Zhou, Wei Tang
    Selective Ensemble of Decision Trees. [Citation Graph (0, 0)][DBLP]
    RSFDGrC, 2003, pp:476-483 [Conf]
  45. Junping Zhang, Huanxing Shen, Zhi-Hua Zhou
    Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition. [Citation Graph (0, 0)][DBLP]
    SINOBIOMETRICS, 2004, pp:296-304 [Conf]
  46. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:889-897 [Conf]
  47. Xu-Ri Yin, Zhi-Hua Zhou, Ning Li, Shifu Chen
    An Approach for Data Filtering Based on Rough Set Theory. [Citation Graph (0, 0)][DBLP]
    WAIM, 2001, pp:367-376 [Conf]
  48. Min-Ling Zhang, Zhi-Hua Zhou
    A k-nearest neighbor based algorithm for multi-label classification. [Citation Graph (0, 0)][DBLP]
    GrC, 2005, pp:718-721 [Conf]
  49. Zhi-Hua Zhou
    Three perspectives of data mining. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2003, v:143, n:1, pp:139-146 [Journal]
  50. Zhi-Hua Zhou, Jianxin Wu, Wei Tang
    Ensembling neural networks: Many could be better than all. [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 2002, v:137, n:1-2, pp:239-263 [Journal]
  51. Zhi-Hua Zhou, Yuan Jiang, Shifu Chen
    Extracting symbolic rules from trained neural network ensembles. [Citation Graph (0, 0)][DBLP]
    AI Commun., 2003, v:16, n:1, pp:3-15 [Journal]
  52. Zhi-Hua Zhou, Kai Jiang, Ming Li
    Multi-Instance Learning Based Web Mining. [Citation Graph (0, 0)][DBLP]
    Appl. Intell., 2005, v:22, n:2, pp:135-147 [Journal]
  53. Zhi-Hua Zhou
    Artificial Neural Networks in Biomedicine - Paulo J.G. Lisboa, Emmanuel C. Ifeachor and Piotr S. Szczepaniak (Eds.), Springer-Verlag, London, 2000, ISBN 1-85233-005-8. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2002, v:25, n:2, pp:211-214 [Journal]
  54. Zhi-Hua Zhou, Yuan Jiang, Yu-Bin Yang, Shifu Chen
    Lung cancer cell identification based on artificial neural network ensembles. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2002, v:24, n:1, pp:25-36 [Journal]
  55. Zhi-Hua Zhou, Ruqian Lu
    Artificial intelligence in medicine in China. [Citation Graph (0, 0)][DBLP]
    Artificial Intelligence in Medicine, 2004, v:32, n:1, pp:1-2 [Journal]
  56. Zhi-Hua Zhou, Jianxin Wu, Wei Tang, Zhaoqian Chen
    Combining Regression Estimators: GA-Based Selective Neural Network Ensemble. [Citation Graph (0, 0)][DBLP]
    International Journal of Computational Intelligence and Applications, 2001, v:1, n:4, pp:341-356 [Journal]
  57. Zhi-Hua Zhou, Yuan Jiang, Shifu Chen
    A general neural framework for classification rule mining. [Citation Graph (0, 0)][DBLP]
    Int. J. Comput. Syst. Signal, 2000, v:1, n:2, pp:154-168 [Journal]
  58. Songcan Chen, Lei Chen, Zhi-Hua Zhou
    A unified SWSI-KAMs framework and performance evaluation on face recognition. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:68, n:, pp:54-69 [Journal]
  59. Daoqiang Zhang, Zhi-Hua Zhou
    (2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:69, n:1-3, pp:224-231 [Journal]
  60. Xin Geng, Zhi-Hua Zhou
    Image Region Selection and Ensemble for Face Recognition. [Citation Graph (0, 0)][DBLP]
    J. Comput. Sci. Technol., 2006, v:21, n:1, pp:116-125 [Journal]
  61. Zhi-Hua Zhou
    Rule Extraction: Using Neural Networks or for Neural Networks? [Citation Graph (0, 0)][DBLP]
    J. Comput. Sci. Technol., 2004, v:19, n:2, pp:249-253 [Journal]
  62. Zhi-Hua Zhou, Yang Yu
    Adapt Bagging to Nearest Neighbor Classifiers. [Citation Graph (0, 0)][DBLP]
    J. Comput. Sci. Technol., 2005, v:20, n:1, pp:48-54 [Journal]
  63. Zhi-Hua Zhou
    Multi-Instance Learning from Supervised View. [Citation Graph (0, 0)][DBLP]
    J. Comput. Sci. Technol., 2006, v:21, n:5, pp:800-809 [Journal]
  64. Zhi-Hua Zhou, Min-Ling Zhang
    Solving multi-instance problems with classifier ensemble based on constructive clustering. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2007, v:11, n:2, pp:155-170 [Journal]
  65. Zhi-Hua Zhou, Shifu Chen, Zhaoqian Chen
    FANNC: A Fast Adaptive Neural Network Classifier. [Citation Graph (0, 0)][DBLP]
    Knowl. Inf. Syst., 2000, v:2, n:1, pp:115-129 [Journal]
  66. Zhi-Hua Zhou, Zhaoqian Chen
    Hybrid decision tree. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 2002, v:15, n:8, pp:515-528 [Journal]
  67. Zhi-Hua Zhou, Wei Tang
    Clusterer ensemble. [Citation Graph (0, 0)][DBLP]
    Knowl.-Based Syst., 2006, v:19, n:1, pp:77-83 [Journal]
  68. Arif Ghafoor, Zhongfei (Mark) Zhang, Michael S. Lew, Zhi-Hua Zhou
    Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval. [Citation Graph (0, 0)][DBLP]
    Multimedia Syst., 2006, v:12, n:1, pp:1-2 [Journal]
  69. Zhi-Hua Zhou, Shifu Chen
    Evolving Fault-Tolerant Neural Networks. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2003, v:11, n:3-4, pp:156-160 [Journal]
  70. Yuan Jiang, Zhi-Hua Zhou
    SOM Ensemble-Based Image Segmentation. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2004, v:20, n:3, pp:171-178 [Journal]
  71. Min-Ling Zhang, Zhi-Hua Zhou
    Improve Multi-Instance Neural Networks through Feature Selection. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2004, v:19, n:1, pp:1-10 [Journal]
  72. Min-Ling Zhang, Zhi-Hua Zhou
    Adapting RBF Neural Networks to Multi-Instance Learning. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2006, v:23, n:1, pp:1-26 [Journal]
  73. Songcan Chen, Jun Liu, Zhi-Hua Zhou
    Making FLDA applicable to face recognition with one sample per person. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:7, pp:1553-1555 [Journal]
  74. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang
    Face recognition from a single image per person: A survey. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:9, pp:1725-1745 [Journal]
  75. Jianxin Wu, Zhi-Hua Zhou
    Efficient face candidates selector for face detection. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2003, v:36, n:5, pp:1175-1186 [Journal]
  76. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Learning the kernel parameters in kernel minimum distance classifier. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:1, pp:133-135 [Journal]
  77. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Diagonal principal component analysis for face recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:1, pp:140-142 [Journal]
  78. Zhi-Hua Zhou, Xin Geng
    Projection functions for eye detection. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:5, pp:1049-1056 [Journal]
  79. Songcan Chen, Daoqiang Zhang, Zhi-Hua Zhou
    Enhanced (PC)2 A for face recognition with one training image per person [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2004, v:25, n:10, pp:1173-1181 [Journal]
  80. Jianxin Wu, Zhi-Hua Zhou
    Face recognition with one training image per person. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2002, v:23, n:14, pp:1711-1719 [Journal]
  81. Zhi-Hua Zhou, Yuan Jiang
    Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Information Technology in Biomedicine, 2003, v:7, n:1, pp:37-42 [Journal]
  82. Min-Ling Zhang, Zhi-Hua Zhou
    Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:10, pp:1338-1351 [Journal]
  83. Zhi-Hua Zhou, Yuan Jiang
    NeC4.5: Neural Ensemble Based C4.5. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2004, v:16, n:6, pp:770-773 [Journal]
  84. Zhi-Hua Zhou, Ming Li
    Tri-Training: Exploiting Unlabeled Data Using Three Classifiers. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2005, v:17, n:11, pp:1529-1541 [Journal]
  85. Zhi-Hua Zhou, Xu-Ying Liu
    Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:1, pp:63-77 [Journal]
  86. Zhi-Hua Zhou, Ke-Jia Chen, Hong-Bin Dai
    Enhancing relevance feedback in image retrieval using unlabeled data. [Citation Graph (0, 0)][DBLP]
    ACM Trans. Inf. Syst., 2006, v:24, n:2, pp:219-244 [Journal]
  87. Xin Geng, De-Chuan Zhan, Zhi-Hua Zhou
    Supervised nonlinear dimensionality reduction for visualization and classification. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2005, v:35, n:6, pp:1098-1107 [Journal]
  88. Zhi-Hua Zhou, Yang Yu
    Ensembling local learners ThroughMultimodal perturbation. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2005, v:35, n:4, pp:725-735 [Journal]
  89. Min-Ling Zhang, Zhi-Hua Zhou
    Multi-Label Learning by Instance Differentiation. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:669-674 [Conf]
  90. Zhi-Hua Zhou, De-Chuan Zhan, Qiang Yang
    Semi-Supervised Learning with Very Few Labeled Training Examples. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:675-680 [Conf]
  91. Zhi-Hua Zhou
    Mining Ambiguous Data with Multi-instance Multi-label Representation. [Citation Graph (0, 0)][DBLP]
    ADMA, 2007, pp:1- [Conf]
  92. Jun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan
    Single Image Subspace for Face Recognition. [Citation Graph (0, 0)][DBLP]
    AMFG, 2007, pp:205-219 [Conf]
  93. Xiao-Lin Li, Zhi-Hua Zhou
    Structure Learning of Probabilistic Relational Models from Incomplete Relational Data. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:214-225 [Conf]
  94. Wei Wang, Zhi-Hua Zhou
    Analyzing Co-training Style Algorithms. [Citation Graph (0, 0)][DBLP]
    ECML, 2007, pp:454-465 [Conf]
  95. Zhi-Hua Zhou, Jun-Ming Xu
    On the relation between multi-instance learning and semi-supervised learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1167-1174 [Conf]
  96. Xin Geng, Zhi-Hua Zhou, Yu Zhang, Gang Li, Honghua Dai
    Learning from facial aging patterns for automatic age estimation. [Citation Graph (0, 0)][DBLP]
    ACM Multimedia, 2006, pp:307-316 [Conf]
  97. Zhi-Hua Zhou, Min-Ling Zhang
    Multi-Instance Multi-Label Learning with Application to Scene Classification. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:1609-1616 [Conf]
  98. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Semi-Supervised Dimensionality Reduction. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  99. Ruqian Lu, Zhi-Hua Zhou
    Guest Editorial to the Special Issue on Advances of Artificial Intelligence and Knowledge Engineering in China. [Citation Graph (0, 0)][DBLP]
    Comput. J., 2007, v:50, n:4, pp:377- [Journal]
  100. Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles
    Automatic Age Estimation Based on Facial Aging Patterns. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2007, v:29, n:12, pp:2234-2240 [Journal]
  101. Min-Ling Zhang, Zhi-Hua Zhou
    ML-KNN: A lazy learning approach to multi-label learning. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:7, pp:2038-2048 [Journal]
  102. Zhi-Hua Zhou, Ming Li
    Semisupervised Regression with Cotraining-Style Algorithms. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2007, v:19, n:11, pp:1479-1493 [Journal]

  103. Constraint Projections for Ensemble Learning. [Citation Graph (, )][DBLP]


  104. Multi-Label Dimensionality Reduction via Dependence Maximization. [Citation Graph (, )][DBLP]


  105. Multi-Label Learning with Weak Label. [Citation Graph (, )][DBLP]


  106. Cost-Sensitive Semi-Supervised Support Vector Machine. [Citation Graph (, )][DBLP]


  107. Facial Age Estimation by Learning from Label Distributions. [Citation Graph (, )][DBLP]


  108. Multi-Instance Dimensionality Reduction. [Citation Graph (, )][DBLP]


  109. Approximation Stability and Boosting. [Citation Graph (, )][DBLP]


  110. A Framework for Machine Learning with Ambiguous Objects. [Citation Graph (, )][DBLP]


  111. On the Margin Explanation of Boosting Algorithms. [Citation Graph (, )][DBLP]


  112. Cost-sensitive face recognition. [Citation Graph (, )][DBLP]


  113. Enhanced Pictorial Structures for precise eye localization under incontrolled conditions. [Citation Graph (, )][DBLP]


  114. Learning a distance metric from multi-instance multi-label data. [Citation Graph (, )][DBLP]


  115. Cocktail Ensemble for Regression. [Citation Graph (, )][DBLP]


  116. Isolation Forest. [Citation Graph (, )][DBLP]


  117. TEFE: A Time-Efficient Approach to Feature Extraction. [Citation Graph (, )][DBLP]


  118. M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning. [Citation Graph (, )][DBLP]


  119. Least Square Incremental Linear Discriminant Analysis. [Citation Graph (, )][DBLP]


  120. Semi-naive Exploitation of One-Dependence Estimators. [Citation Graph (, )][DBLP]


  121. On multi-view active learning and the combination with semi-supervised learning. [Citation Graph (, )][DBLP]


  122. Semi-supervised learning using label mean. [Citation Graph (, )][DBLP]


  123. Multi-instance learning by treating instances as non-I.I.D. samples. [Citation Graph (, )][DBLP]


  124. Learning instance specific distances using metric propagation. [Citation Graph (, )][DBLP]


  125. A New Analysis of Co-Training. [Citation Graph (, )][DBLP]


  126. DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning. [Citation Graph (, )][DBLP]


  127. Non-Metric Label Propagation. [Citation Graph (, )][DBLP]


  128. Exploiting Multi-Modal Interactions: A Unified Framework. [Citation Graph (, )][DBLP]


  129. Drosophila gene expression pattern annotation using sparse features and term-term interactions. [Citation Graph (, )][DBLP]


  130. Learning with cost intervals. [Citation Graph (, )][DBLP]


  131. Selective Ensemble under Regularization Framework. [Citation Graph (, )][DBLP]


  132. When Semi-supervised Learning Meets Ensemble Learning. [Citation Graph (, )][DBLP]


  133. Multi-information Ensemble Diversity. [Citation Graph (, )][DBLP]


  134. Facial age estimation by nonlinear aging pattern subspace. [Citation Graph (, )][DBLP]


  135. Face image modeling by multilinear subspace analysis with missing values. [Citation Graph (, )][DBLP]


  136. A Framework for Modeling Positive Class Expansion with Single Snapshot. [Citation Graph (, )][DBLP]


  137. Mining Bulletin Board Systems Using Community Generation. [Citation Graph (, )][DBLP]


  138. Budget Semi-supervised Learning. [Citation Graph (, )][DBLP]


  139. When does Co-training Work in Real Data?. [Citation Graph (, )][DBLP]


  140. A Convex Method for Locating Regions of Interest with Multi-instance Learning. [Citation Graph (, )][DBLP]


  141. On Detecting Clustered Anomalies Using SCiForest. [Citation Graph (, )][DBLP]


  142. Towards Analyzing Recombination Operators in Evolutionary Search. [Citation Graph (, )][DBLP]


  143. Multi-manifold Clustering. [Citation Graph (, )][DBLP]


  144. Semi-supervised Learning by Disagreement. [Citation Graph (, )][DBLP]


  145. On the usefulness of infeasible solutions in evolutionary search: A theoretical study. [Citation Graph (, )][DBLP]


  146. Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning. [Citation Graph (, )][DBLP]


  147. A Framework for Machine Learning with Ambiguous Objects. [Citation Graph (, )][DBLP]


  148. A new approach to estimating the expected first hitting time of evolutionary algorithms. [Citation Graph (, )][DBLP]


  149. Multi-instance clustering with applications to multi-instance prediction. [Citation Graph (, )][DBLP]


  150. A bag-of-words approach for Drosophila gene expression pattern annotation. [Citation Graph (, )][DBLP]


  151. Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples [Citation Graph (, )][DBLP]


  152. MIML: A Framework for Learning with Ambiguous Objects [Citation Graph (, )][DBLP]


  153. Weak Evolvability Equals Strong Evolvability [Citation Graph (, )][DBLP]


  154. Classifier Ensemble with Unlabeled Data [Citation Graph (, )][DBLP]


  155. S4VM: Safe Semi-Supervised Support Vector Machine [Citation Graph (, )][DBLP]


  156. Multi-View Active Learning in the Non-Realizable Case [Citation Graph (, )][DBLP]


Search in 0.175secs, Finished in 0.182secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
 
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002