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Zhi-Hua Zhou Vis

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*2009
154EEXin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang: Face image modeling by multilinear subspace analysis with missing values. ACM Multimedia 2009: 629-632
153EEZhi-Hua Zhou: A Framework for Machine Learning with Ambiguous Objects. AMT 2009: 6
152EEZhi-Hua Zhou: A Framework for Machine Learning with Ambiguous Objects. Brain Informatics 2009: 6
151EEYu-Feng Li, James T. Kwok, Ivor W. Tsang, Zhi-Hua Zhou: A Convex Method for Locating Regions of Interest with Multi-instance Learning. ECML/PKDD (2) 2009: 15-30
150EEDe-Chuan Zhan, Ming Li, Yu-Feng Li, Zhi-Hua Zhou: Learning instance specific distances using metric propagation. ICML 2009: 154
149EEZhi-Hua Zhou, Yu-Yin Sun, Yu-Feng Li: Multi-instance learning by treating instances as non-I.I.D. samples. ICML 2009: 157
148EEYu-Feng Li, James T. Kwok, Zhi-Hua Zhou: Semi-supervised learning using label mean. ICML 2009: 80
147EEMing Li, Xiao-Bing Xue, Zhi-Hua Zhou: Exploiting Multi-Modal Interactions: A Unified Framework. IJCAI 2009: 1120-1125
146EEYin Zhang, Zhi-Hua Zhou: Non-Metric Label Propagation. IJCAI 2009: 1357-1362
145EEYing-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou: DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning. IJCAI 2009: 1445-1450
144EEShuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye: Drosophila gene expression pattern annotation using sparse features and term-term interactions. KDD 2009: 407-416
143EENan Li, Zhi-Hua Zhou: Selective Ensemble under Regularization Framework. MCS 2009: 293-303
142EEZhi-Hua Zhou: When Semi-supervised Learning Meets Ensemble Learning. MCS 2009: 529-538
141EEZhi-Hua Zhou, Michael Ng, Qiao-Qiao She, Yuan Jiang: Budget Semi-supervised Learning. PAKDD 2009: 588-595
140EECharles X. Ling, Jun Du, Zhi-Hua Zhou: When does Co-training Work in Real Data?. PAKDD 2009: 596-603
139EEMin-Ling Zhang, Zhi-Hua Zhou: Multi-instance clustering with applications to multi-instance prediction. Appl. Intell. 31(1): 47-68 (2009)
138EEShuiwang Ji, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye: A bag-of-words approach for Drosophila gene expression pattern annotation. BMC Bioinformatics 10: (2009)
137EEYang Yu, Zhi-Hua Zhou: Weak Evolvability Equals Strong Evolvability CoRR abs/0905.4570: (2009)
136EEMin-Ling Zhang, Zhi-Hua Zhou: Classifier Ensemble with Unlabeled Data CoRR abs/0909.3593: (2009)
135EEXiao-Bing Xue, Zhi-Hua Zhou: Distributional Features for Text Categorization. IEEE Trans. Knowl. Data Eng. 21(3): 428-442 (2009)
134EEMing Li, Hang Li, Zhi-Hua Zhou: Semi-supervised document retrieval. Inf. Process. Manage. 45(3): 341-355 (2009)
133EEZhi-Hua Zhou, Hang Li, Qiang Yang: Editorial: special issue on selected papers of PAKDD 2007. Knowl. Inf. Syst. 19(2): 131-132 (2009)
132EEYuan Jiang, Ming Li, Zhi-Hua Zhou: Mining extremely small data sets with application to software reuse. Softw., Pract. Exper. 39(4): 423-440 (2009)
2008
131 Tu Bao Ho, Zhi-Hua Zhou: PRICAI 2008: Trends in Artificial Intelligence, 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Proceedings Springer 2008
130 Yin Zhang, Zhi-Hua Zhou: Multi-Label Dimensionality Reduction via Dependence Maximization. AAAI 2008: 1503-1505
129 Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou, Qiang Yang: Constraint Projections for Ensemble Learning. AAAI 2008: 758-763
128EEXin Geng, Kate Smith-Miles, Zhi-Hua Zhou: Facial age estimation by nonlinear aging pattern subspace. ACM Multimedia 2008: 721-724
127EELiwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua Zhou, Jufu Feng: On the Margin Explanation of Boosting Algorithms. COLT 2008: 479-490
126EEYin Zhang, Zhi-Hua Zhou: Cost-sensitive face recognition. CVPR 2008
125EEFei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou: Isolation Forest. ICDM 2008: 413-422
124EELi-Ping Liu, Yang Yu, Yuan Jiang, Zhi-Hua Zhou: TEFE: A Time-Efficient Approach to Feature Extraction. ICDM 2008: 423-432
123EEMin-Ling Zhang, Zhi-Hua Zhou: M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning. ICDM 2008: 688-697
122EEWei Wang, Zhi-Hua Zhou: On multi-view active learning and the combination with semi-supervised learning. ICML 2008: 1152-1159
121EEYang Yu, Zhi-Hua Zhou: On the usefulness of infeasible solutions in evolutionary search: A theoretical study. IEEE Congress on Evolutionary Computation 2008: 835-840
120EEMing Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou: Mining Bulletin Board Systems Using Community Generation. PAKDD 2008: 209-221
119EEYang Yu, Zhi-Hua Zhou: A Framework for Modeling Positive Class Expansion with Single Snapshot. PAKDD 2008: 429-440
118EEXiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang: Improving Web search using image snippets. ACM Trans. Internet Techn. 8(4): (2008)
117EEYang Yu, Zhi-Hua Zhou: A new approach to estimating the expected first hitting time of evolutionary algorithms. Artif. Intell. 172(15): 1809-1832 (2008)
116EEZhi-Hua Zhou, Yu-Yin Sun, Yu-Feng Li: Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples CoRR abs/0807.1997: (2008)
115EEZhi-Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang, Yu-Feng Li: MIML: A Framework for Learning with Ambiguous Objects CoRR abs/0808.3231: (2008)
114EEXin Geng, Zhi-Hua Zhou, Kate Smith-Miles: Correction to "Automatic Age Estimation Based on Facial Aging Patterns". IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 368 (2008)
113EEXin Geng, Zhi-Hua Zhou, Kate Smith-Miles: Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions. IEEE Transactions on Neural Networks 19(8): 1354-1368 (2008)
112EEFei Tony Liu, Kai Ming Ting, Yang Yu, Zhi-Hua Zhou: Spectrum of Variable-Random Trees. J. Artif. Intell. Res. (JAIR) 32: 355-384 (2008)
111EEXindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)
110EEDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Constraint Score: A new filter method for feature selection with pairwise constraints. Pattern Recognition 41(5): 1440-1451 (2008)
2007
109 Zhi-Hua Zhou, Hang Li, Qiang Yang: Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings Springer 2007
108 Takashi Washio, Zhi-Hua Zhou, Joshua Zhexue Huang, Xiaohua Hu, Jinyan Li, Chao Xie, Jieyue He, Deqing Zou, Kuan-Ching Li, Mário M. Freire: Emerging Technologies in Knowledge Discovery and Data Mining, PAKDD 2007, International Workshops, Nanjing, China, May 22-25, 2007, Revised Selected Papers Springer 2007
107 Min-Ling Zhang, Zhi-Hua Zhou: Multi-Label Learning by Instance Differentiation. AAAI 2007: 669-674
106 Zhi-Hua Zhou, De-Chuan Zhan, Qiang Yang: Semi-Supervised Learning with Very Few Labeled Training Examples. AAAI 2007: 675-680
105EEZhi-Hua Zhou: Mining Ambiguous Data with Multi-instance Multi-label Representation. ADMA 2007: 1
104EEJun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan: Single Image Subspace for Face Recognition. AMFG 2007: 205-219
103EEXiao-Lin Li, Zhi-Hua Zhou: Structure Learning of Probabilistic Relational Models from Incomplete Relational Data. ECML 2007: 214-225
102EEWei Wang, Zhi-Hua Zhou: Analyzing Co-training Style Algorithms. ECML 2007: 454-465
101EEYang Yu, Zhi-Hua Zhou, Kai Ming Ting: Cocktail Ensemble for Regression. ICDM 2007: 721-726
100EEZhi-Hua Zhou, Jun-Ming Xu: On the relation between multi-instance learning and semi-supervised learning. ICML 2007: 1167-1174
99EEZhi-Hua Zhou, Hong-Bin Dai: Exploiting Image Contents in Web Search. IJCAI 2007: 2922-2927
98EEDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Semi-Supervised Dimensionality Reduction. SDM 2007
97EERuqian Lu, Zhi-Hua Zhou: Guest Editorial to the Special Issue on Advances of Artificial Intelligence and Knowledge Engineering in China. Comput. J. 50(4): 377 (2007)
96EEZhi-Hua Zhou, Ming Li: Semisupervised Regression with Cotraining-Style Algorithms. IEEE Trans. Knowl. Data Eng. 19(11): 1479-1493 (2007)
95EEXin Geng, Zhi-Hua Zhou, Kate Smith-Miles: Automatic Age Estimation Based on Facial Aging Patterns. IEEE Trans. Pattern Anal. Mach. Intell. 29(12): 2234-2240 (2007)
94EEMing Li, Zhi-Hua Zhou: Improve Computer-Aided Diagnosis With Machine Learning Techniques Using Undiagnosed Samples. IEEE Transactions on Systems, Man, and Cybernetics, Part A 37(6): 1088-1098 (2007)
93EEYang Yu, De-Chuan Zhan, Xu-Ying Liu, Ming Li, Zhi-Hua Zhou: Predicting Future Customers via Ensembling Gradually Expanded Trees. IJDWM 3(2): 12-21 (2007)
92EEZhi-Hua Zhou, Min-Ling Zhang: Solving multi-instance problems with classifier ensemble based on constructive clustering. Knowl. Inf. Syst. 11(2): 155-170 (2007)
91EEMin-Ling Zhang, Zhi-Hua Zhou: ML-KNN: A lazy learning approach to multi-label learning. Pattern Recognition 40(7): 2038-2048 (2007)
2006
90 Yang Yu, Zhi-Hua Zhou: A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms. AAAI 2006
89 Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang: Improve Web Search Using Image Snippets. AAAI 2006
88 Zhi-Hua Zhou, Xu-Ying Liu: On Multi-Class Cost-Sensitive Learning. AAAI 2006
87EEXin Geng, Zhi-Hua Zhou, Yu Zhang, Gang Li, Honghua Dai: Learning from facial aging patterns for automatic age estimation. ACM Multimedia 2006: 307-316
86EEYuan Jiang, Ming Li, Zhi-Hua Zhou: Generation of Comprehensible Hypotheses from Gene Expression Data. BioDM 2006: 116-123
85EEXiaoyang Tan, Songcan Chen, Jun Li, Zhi-Hua Zhou: Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion. CVPR (1) 2006: 138-145
84EEXiao-Bing Xue, Zhi-Hua Zhou: Distributional Features for Text Categorization. ECML 2006: 497-508
83EEDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels. ICDM 2006: 1178-1182
82EEZhi-Hua Zhou, Hong-Bin Dai: Query-Sensitive Similarity Measure for Content-Based Image Retrieval. ICDM 2006: 1211-1215
81EEXu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou: Exploratory Under-Sampling for Class-Imbalance Learning. ICDM 2006: 965-969
80EEXu-Ying Liu, Zhi-Hua Zhou: The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study. ICDM 2006: 970-974
79EEJunping Zhang, Li He, Zhi-Hua Zhou: Ensemble-Based Discriminant Manifold Learning for Face Recognition. ICNC (1) 2006: 29-38
78EEZhi-Hua Zhou, Min-Ling Zhang: Multi-Instance Multi-Label Learning with Application to Scene Classification. NIPS 2006: 1609-1616
77EEDe-Chuan Zhan, Zhi-Hua Zhou: Neighbor Line-Based Locally Linear Embedding. PAKDD 2006: 806-815
76EEDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Non-negative Matrix Factorization on Kernels. PRICAI 2006: 404-412
75EEZhi-Hua Zhou: Learning with Unlabeled Data and Its Application to Image Retrieval. PRICAI 2006: 5-10
74EEXin Geng, Zhi-Hua Zhou, Honghua Dai: Uncontrolled Face Recognition by Individual Stable Neural Network. PRICAI 2006: 553-562
73EEDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns. SSPR/SPR 2006: 889-897
72EEZhi-Hua Zhou, Ke-Jia Chen, Hong-Bin Dai: Enhancing relevance feedback in image retrieval using unlabeled data. ACM Trans. Inf. Syst. 24(2): 219-244 (2006)
71EEZhi-Hua Zhou, Xu-Ying Liu: Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem. IEEE Trans. Knowl. Data Eng. 18(1): 63-77 (2006)
70EEMin-Ling Zhang, Zhi-Hua Zhou: Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization. IEEE Trans. Knowl. Data Eng. 18(10): 1338-1351 (2006)
69EEXin Geng, Zhi-Hua Zhou: Image Region Selection and Ensemble for Face Recognition. J. Comput. Sci. Technol. 21(1): 116-125 (2006)
68EEZhi-Hua Zhou: Multi-Instance Learning from Supervised View. J. Comput. Sci. Technol. 21(5): 800-809 (2006)
67EEZhi-Hua Zhou, Wei Tang: Clusterer ensemble. Knowl.-Based Syst. 19(1): 77-83 (2006)
66EEArif Ghafoor, Zhongfei (Mark) Zhang, Michael S. Lew, Zhi-Hua Zhou: Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval. Multimedia Syst. 12(1): 1-2 (2006)
65EEMin-Ling Zhang, Zhi-Hua Zhou: Adapting RBF Neural Networks to Multi-Instance Learning. Neural Processing Letters 23(1): 1-26 (2006)
64EEDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Learning the kernel parameters in kernel minimum distance classifier. Pattern Recognition 39(1): 133-135 (2006)
63EEDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Diagonal principal component analysis for face recognition. Pattern Recognition 39(1): 140-142 (2006)
62EEXiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang: Face recognition from a single image per person: A survey. Pattern Recognition 39(9): 1725-1745 (2006)
2005
61EEDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition. AMFG 2005: 350-363
60EEZhi-Hua Zhou, Xiao-Bing Xue, Yuan Jiang: Locating Regions of Interest in CBIR with Multi-instance Learning Techniques. Australian Conference on Artificial Intelligence 2005: 92-101
59EEMin-Ling Zhang, Zhi-Hua Zhou: A k-nearest neighbor based algorithm for multi-label classification. GrC 2005: 718-721
58EEYu-Bin Yang, Shifu Chen, Zhi-Hua Zhou, Hui Lin, Yukun Ye: An Intelligent Medical Image Understanding Method Using Two-Tier Neural Network Ensembles. IEA/AIE 2005: 616-618
57EEZhi-Hua Zhou, Ming Li: Semi-Supervised Regression with Co-Training. IJCAI 2005: 908-916
56EENing Li, Huajie Zhou, Jinjiang Ling, Zhi-Hua Zhou: Spiculated Lesion Detection in Digital Mammogram Based on Artificial Neural Network Ensemble. ISNN (3) 2005: 790-795
55EEXiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang: Feature Selection for High Dimensional Face Image Using Self-organizing Maps. PAKDD 2005: 500-504
54EEMing Li, Zhi-Hua Zhou: SETRED: Self-training with Editing. PAKDD 2005: 611-621
53EEYuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Zhi-Hua Zhou: Dependency Bagging. RSFDGrC (1) 2005: 491-500
52EEZhi-Hua Zhou, Kai Jiang, Ming Li: Multi-Instance Learning Based Web Mining. Appl. Intell. 22(2): 135-147 (2005)
51EEDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: A new face recognition method based on SVD perturbation for single example image per person. Applied Mathematics and Computation 163(2): 895-907 (2005)
50EEZhi-Hua Zhou, Ming Li: Tri-Training: Exploiting Unlabeled Data Using Three Classifiers. IEEE Trans. Knowl. Data Eng. 17(11): 1529-1541 (2005)
49EEZhi-Hua Zhou, Yang Yu: Ensembling local learners ThroughMultimodal perturbation. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(4): 725-735 (2005)
48EEXin Geng, De-Chuan Zhan, Zhi-Hua Zhou: Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(6): 1098-1107 (2005)
47EEZhi-Hua Zhou, Yang Yu: Adapt Bagging to Nearest Neighbor Classifiers. J. Comput. Sci. Technol. 20(1): 48-54 (2005)
46EESongcan Chen, Lei Chen, Zhi-Hua Zhou: A unified SWSI-KAMs framework and performance evaluation on face recognition. Neurocomputing 68: 54-69 (2005)
45EEDaoqiang Zhang, Zhi-Hua Zhou: (2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition. Neurocomputing 69(1-3): 224-231 (2005)
2004
44EEYang Gao, Joshua Zhexue Huang, Hongqiang Rong, Zhi-Hua Zhou: Meta-game Equilibrium for Multi-agent Reinforcement Learning. Australian Conference on Artificial Intelligence 2004: 930-936
43EEZhi-Hua Zhou, Ke-Jia Chen, Yuan Jiang: Exploiting Unlabeled Data in Content-Based Image Retrieval. ECML 2004: 525-536
42EEDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Fuzzy-Kernel Learning Vector Quantization. ISNN (1) 2004: 180-185
41EEYuan Jiang, Zhi-Hua Zhou: Editing Training Data for kNN Classifiers with Neural Network Ensemble. ISNN (1) 2004: 356-361
40EEJun Liu, Songcan Chen, Zhi-Hua Zhou: Progressive Principal Component Analysis. ISNN (1) 2004: 768-773
39EEXiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang: Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face. ISNN (1) 2004: 858-863
38EEMin-Ling Zhang, Zhi-Hua Zhou: Ensembles of Multi-Instance Neural Networks. Intelligent Information Processing 2004: 471-474
37EEHonghua Dai, Gang Li, Zhi-Hua Zhou: Ensembling MML Causal Discovery. PAKDD 2004: 260-271
36EEZhi-Hua Zhou, Dan Wei, Gang Li, Honghua Dai: On the Size of Training Set and the Benefit from Ensemble. PAKDD 2004: 298-307
35EEJunping Zhang, Huanxing Shen, Zhi-Hua Zhou: Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition. SINOBIOMETRICS 2004: 296-304
34EEJunping Zhang, Li He, Zhi-Hua Zhou: Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning. WSC 2004: 651-664
33EEZhi-Hua Zhou, Ruqian Lu: Artificial intelligence in medicine in China. Artificial Intelligence in Medicine 32(1): 1-2 (2004)
32EEZhi-Hua Zhou, Yuan Jiang: NeC4.5: Neural Ensemble Based C4.5. IEEE Trans. Knowl. Data Eng. 16(6): 770-773 (2004)
31EEZhi-Hua Zhou: Rule Extraction: Using Neural Networks or for Neural Networks? J. Comput. Sci. Technol. 19(2): 249-253 (2004)
30 Min-Ling Zhang, Zhi-Hua Zhou: Improve Multi-Instance Neural Networks through Feature Selection. Neural Processing Letters 19(1): 1-10 (2004)
29EEYuan Jiang, Zhi-Hua Zhou: SOM Ensemble-Based Image Segmentation. Neural Processing Letters 20(3): 171-178 (2004)
28EEZhi-Hua Zhou, Xin Geng: Projection functions for eye detection. Pattern Recognition 37(5): 1049-1056 (2004)
27EESongcan Chen, Jun Liu, Zhi-Hua Zhou: Making FLDA applicable to face recognition with one sample per person. Pattern Recognition 37(7): 1553-1555 (2004)
26EESongcan Chen, Daoqiang Zhang, Zhi-Hua Zhou: Enhanced (PC)2 A for face recognition with one training image per person Pattern Recognition Letters 25(10): 1173-1181 (2004)
2003
25EEZhi-Hua Zhou, Min-Ling Zhang: Ensembles of Multi-instance Learners. ECML 2003: 492-502
24EEZhi-Hua Zhou, Min-Ling Zhang, Ke-Jia Chen: A Novel Bag Generator for Image Database Retrieval With Multi-Instance Learning Techniques. ICTAI 2003: 565-569
23EEZhi-Hua Zhou, Wei Tang: Selective Ensemble of Decision Trees. RSFDGrC 2003: 476-483
22EEYuan Jiang, Ke-Jia Chen, Zhi-Hua Zhou: SOM Based Image Segmentation. RSFDGrC 2003: 640-643
21EEZhi-Hua Zhou, Yuan Jiang, Shifu Chen: Extracting symbolic rules from trained neural network ensembles. AI Commun. 16(1): 3-15 (2003)
20EEZhi-Hua Zhou: Three perspectives of data mining. Artif. Intell. 143(1): 139-146 (2003)
19 Zhi-Hua Zhou, Yuan Jiang: Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble. IEEE Transactions on Information Technology in Biomedicine 7(1): 37-42 (2003)
18EEZhi-Hua Zhou, Shifu Chen: Evolving Fault-Tolerant Neural Networks. Neural Computing and Applications 11(3-4): 156-160 (2003)
17EEJianxin Wu, Zhi-Hua Zhou: Efficient face candidates selector for face detection. Pattern Recognition 36(5): 1175-1186 (2003)
2002
16EEZhi-Hua Zhou, Yuan Jiang, Xu-Ri Yin, Shifu Chen: The Application of Visualization and Neural Network Techniques in a Power Transformer Condition Monitoring System. IEA/AIE 2002: 325-334
15EEZhi-Hua Zhou, Jianxin Wu, Wei Tang: Ensembling neural networks: Many could be better than all. Artif. Intell. 137(1-2): 239-263 (2002)
14 Zhi-Hua Zhou, Yuan Jiang, Yu-Bin Yang, Shifu Chen: Lung cancer cell identification based on artificial neural network ensembles. Artificial Intelligence in Medicine 24(1): 25-36 (2002)
13 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. Artificial Intelligence in Medicine 25(2): 211-214 (2002)
12EEZhi-Hua Zhou, Zhaoqian Chen: Hybrid decision tree. Knowl.-Based Syst. 15(8): 515-528 (2002)
11EEJianxin Wu, Zhi-Hua Zhou: Face recognition with one training image per person. Pattern Recognition Letters 23(14): 1711-1719 (2002)
2001
10 Zhi-Hua Zhou, Jianxin Wu, Yuan Jiang, Shifu Chen: Genetic Algorithm based Selective Neural Network Ensemble. IJCAI 2001: 797-802
9EEXu-Ri Yin, Zhi-Hua Zhou, Ning Li, Shifu Chen: An Approach for Data Filtering Based on Rough Set Theory. WAIM 2001: 367-376
8EEZhi-Hua Zhou, Jianxin Wu, Wei Tang, Zhaoqian Chen: Combining Regression Estimators: GA-Based Selective Neural Network Ensemble. International Journal of Computational Intelligence and Applications 1(4): 341-356 (2001)
2000
7EEFu Jie Huang, Tsuhan Chen, Zhi-Hua Zhou, Hong-Jiang Zhang: Pose Invariant Face Recognition. FG 2000: 245-250
6EEZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: A Statistics Based Approach for Extracting Priority Rules from Trained Neural Networks. IJCNN (3) 2000: 401-406
5EEJia-Zhou He, Zhi-Hua Zhou, Xu-Ri Yin, Shifu Chen: Using Neural Networks for Fault Diagnosis. IJCNN (5) 2000: 217-220
4EEZhi-Hua Zhou, Yuan Jiang, Shifu Chen: A general neural framework for classification rule mining. Int. J. Comput. Syst. Signal 1(2): 154-168 (2000)
3EEZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: FANNC: A Fast Adaptive Neural Network Classifier. Knowl. Inf. Syst. 2(1): 115-129 (2000)
1999
2EEZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: FANRE: A Fast Adaptive Neural Regression Estimator. Australian Joint Conference on Artificial Intelligence 1999: 48-59
1EEZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: Mining Typhoon Knowledge with Neural Networks. ICTAI 1999: 325-326

Coauthor Index

1Ke-Jia Chen [22] [24] [43] [72]
2Lei Chen [46]
3Shifu Chen [1] [2] [3] [4] [5] [6] [9] [10] [14] [16] [18] [21] [58]
4Songcan Chen [26] [27] [39] [40] [42] [46] [51] [55] [61] [62] [63] [64] [73] [76] [83] [85] [98] [104] [110] [129]
5Tsuhan Chen [7]
6Zhaoqian Chen [1] [2] [3] [6] [8] [12]
7Hong-Bin Dai [72] [82] [99]
8Honghua Dai [36] [37] [53] [74] [87]
9Jun Du [140]
10Jufu Feng [127]
11Mário M. Freire [108]
12Yang Gao [44]
13Xin Geng [28] [48] [69] [74] [87] [95] [113] [114] [128] [154]
14Arif Ghafoor [66]
15Joydeep Ghosh [111]
16David J. Hand [111]
17Jia-Zhou He [5]
18Jieyue He [108]
19Li He [34] [79]
20Tu Bao Ho [131]
21Xiaohua Hu [108]
22Fu Jie Huang [7]
23Joshua Zhexue Huang (Zhexue Huang) [44] [108]
24Sheng-Jun Huang [115]
25Shuiwang Ji [138] [144] [145]
26Kai Jiang [52]
27Yuan Jiang [4] [10] [14] [16] [19] [21] [22] [29] [32] [41] [43] [53] [60] [86] [124] [132] [141]
28Sudhir Kumar [138] [144] [145]
29Vipin Kumar [111]
30James Tin-Yau Kwok (James T. Kwok) [148] [151]
31Michael S. Lew [66]
32Gang Li [36] [37] [53] [87]
33Hang Li [109] [133] [134]
34Jinyan Li [108]
35Jun Li [85]
36Kuan-Ching Li (Li Kuan Ching) [108]
37Ming Li [50] [52] [54] [57] [86] [93] [94] [96] [120] [132] [134] [147] [150]
38Nan Li [143]
39Ning Li [9] [56]
40Xiao-Lin Li [103]
41Ying-Xin Li [138] [144] [145]
42Yu-Feng Li [115] [116] [148] [149] [150] [151]
43Hui Lin [58]
44Charles X. Ling [140]
45Jinjiang Ling [53] [56]
46Bing Liu [111]
47Fei Tony Liu [112] [125]
48Jun Liu [27] [40] [104]
49Li-Ping Liu [124]
50Xu-Ying Liu [71] [80] [81] [88] [93]
51Ruqian Lu [33] [97]
52Geoffrey J. McLachlan [111]
53Hiroshi Motoda [111]
54Angus F. M. Ng [111]
55Michael Ng [141]
56J. Ross Quinlan [111]
57Hongqiang Rong [44]
58Qiao-Qiao She [141]
59Huanxing Shen [35]
60Kate Smith-Miles (Kate Amanda Smith-Miles, Kate A. Smith) [95] [113] [114] [128] [154]
61Michael Steinbach [111]
62Dan Steinberg [111]
63Masashi Sugiyama [127]
64Yu-Yin Sun [116] [149]
65Xiaoyang Tan [39] [55] [62] [85] [104]
66Wei Tang [8] [15] [23] [67]
67Kai Ming Ting [101] [112] [125]
68Ivor W. Tsang [151]
69Liang Wang [154]
70Liwei Wang [127]
71Wei Wang [102] [122]
72Takashi Washio [108]
73Dan Wei [36]
74Jianxin Wu [8] [10] [11] [15] [17] [81]
75Xindong Wu [111]
76Chao Xie [108]
77Jun-Ming Xu [100]
78Xiao-Bing Xue [60] [84] [89] [118] [135] [147]
79Cheng Yang [127]
80Qiang Yang [106] [109] [111] [129] [133]
81Yu-Bin Yang [14] [58]
82Jieping Ye [138] [144] [145]
83Yukun Ye [58]
84Xu-Ri Yin [5] [9] [16]
85Philip S. Yu [111]
86Yang Yu [47] [49] [90] [93] [101] [112] [117] [119] [121] [124] [137]
87Lei Yuan [144]
88De-Chuan Zhan [48] [77] [93] [106] [150]
89Daoqiang Zhang [26] [42] [45] [51] [61] [63] [64] [73] [76] [83] [98] [110] [129]
90Fuyan Zhang [39] [55] [62]
91HongJiang Zhang (Hong-Jiang Zhang) [7]
92Junping Zhang [34] [35] [79]
93Min-Ling Zhang [24] [25] [30] [38] [59] [65] [70] [78] [91] [92] [107] [115] [123] [136] [139]
94Yin Zhang [126] [130] [146]
95Yu Zhang [87]
96Zhongfei (Mark) Zhang (Zhongfei Zhang) [66] [89] [118] [120]
97Huajie Zhou [56]
98Deqing Zou [108]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)