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Note: Links lead to the DBLP on the Web. Zhi-Hua Zhou Yuan Jiang , Ming Li , Zhi-Hua Zhou: Generation of Comprehensible Hypotheses from Gene Expression Data. BioDM 2006 : 116-123 De-Chuan Zhan , Zhi-Hua Zhou: Neighbor Line-Based Locally Linear Embedding. PAKDD 2006 : 806-815 Zhi-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) Xin Geng , Zhi-Hua Zhou: Image Region Selection and Ensemble for Face Recognition. J. Comput. Sci. Technol. 21 (1): 116-125 (2006) Min-Ling Zhang , Zhi-Hua Zhou: Adapting RBF Neural Networks to Multi-Instance Learning. Neural Processing Letters 23 (1): 1-26 (2006) Daoqiang Zhang , Songcan Chen , Zhi-Hua Zhou: Learning the kernel parameters in kernel minimum distance classifier. Pattern Recognition 39 (1): 133-135 (2006) Daoqiang Zhang , Zhi-Hua Zhou, Songcan Chen : Diagonal principal component analysis for face recognition. Pattern Recognition 39 (1): 140-142 (2006) Daoqiang Zhang , Songcan Chen , Zhi-Hua Zhou: Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition. AMFG 2005 : 350-363 Zhi-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 Yu-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 Zhi-Hua Zhou, Ming Li : Semi-Supervised Regression with Co-Training. IJCAI 2005 : 908-916 Ning 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 Xiaoyang Tan , Songcan Chen , Zhi-Hua Zhou, Fuyan Zhang : Feature Selection for High Dimensional Face Image Using Self-organizing Maps. PAKDD 2005 : 500-504 Ming Li , Zhi-Hua Zhou: SETRED: Self-training with Editing. PAKDD 2005 : 611-621 Yuan Jiang , Jinjiang Ling , Gang Li , Honghua Dai , Zhi-Hua Zhou: Dependency Bagging. RSFDGrC (1) 2005 : 491-500 Zhi-Hua Zhou, Kai Jiang , Ming Li : Multi-Instance Learning Based Web Mining. Appl. Intell. 22 (2): 135-147 (2005) Zhi-Hua Zhou, Ming Li : Tri-Training: Exploiting Unlabeled Data Using Three Classifiers. IEEE Trans. Knowl. Data Eng. 17 (11): 1529-1541 (2005) Zhi-Hua Zhou, Yang Yu : Ensembling local learners ThroughMultimodal perturbation. IEEE Transactions on Systems, Man, and Cybernetics, Part B 35 (4): 725-735 (2005) Xin 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) Zhi-Hua Zhou, Yang Yu : Adapt Bagging to Nearest Neighbor Classifiers. J. Comput. Sci. Technol. 20 (1): 48-54 (2005) Songcan Chen , Lei Chen , Zhi-Hua Zhou: A unified SWSI-KAMs framework and performance evaluation on face recognition. Neurocomputing 68 : 54-69 (2005) Daoqiang Zhang , Zhi-Hua Zhou: (2D) 2 PCA: Two-directional two-dimensional PCA for efficient face representation and recognition. Neurocomputing 69 (1-3): 224-231 (2005) Yang 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 Zhi-Hua Zhou, Ke-Jia Chen , Yuan Jiang : Exploiting Unlabeled Data in Content-Based Image Retrieval. ECML 2004 : 525-536 Daoqiang Zhang , Songcan Chen , Zhi-Hua Zhou: Fuzzy-Kernel Learning Vector Quantization. ISNN (1) 2004 : 180-185 Yuan Jiang , Zhi-Hua Zhou: Editing Training Data for kNN Classifiers with Neural Network Ensemble. ISNN (1) 2004 : 356-361 Jun Liu , Songcan Chen , Zhi-Hua Zhou: Progressive Principal Component Analysis. ISNN (1) 2004 : 768-773 Xiaoyang 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 Min-Ling Zhang , Zhi-Hua Zhou: Ensembles of Multi-Instance Neural Networks. Intelligent Information Processing 2004 : 471-474 Honghua Dai , Gang Li , Zhi-Hua Zhou: Ensembling MML Causal Discovery. PAKDD 2004 : 260-271 Zhi-Hua Zhou, Dan Wei , Gang Li , Honghua Dai : On the Size of Training Set and the Benefit from Ensemble. PAKDD 2004 : 298-307 Junping Zhang , Huanxing Shen , Zhi-Hua Zhou: Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition. SINOBIOMETRICS 2004 : 296-304 Zhi-Hua Zhou, Ruqian Lu : Artificial intelligence in medicine in China. Artificial Intelligence in Medicine 32 (1): 1-2 (2004) Zhi-Hua Zhou, Yuan Jiang : NeC4.5: Neural Ensemble Based C4.5. IEEE Trans. Knowl. Data Eng. 16 (6): 770-773 (2004) Zhi-Hua Zhou: Rule Extraction: Using Neural Networks or for Neural Networks? J. Comput. Sci. Technol. 19 (2): 249-253 (2004) Min-Ling Zhang , Zhi-Hua Zhou: Improve Multi-Instance Neural Networks through Feature Selection. Neural Processing Letters 19 (1): 1-10 (2004) Yuan Jiang , Zhi-Hua Zhou: SOM Ensemble-Based Image Segmentation. Neural Processing Letters 20 (3): 171-178 (2004) Zhi-Hua Zhou, Xin Geng : Projection functions for eye detection. Pattern Recognition 37 (5): 1049-1056 (2004) Songcan Chen , Jun Liu , Zhi-Hua Zhou: Making FLDA applicable to face recognition with one sample per person. Pattern Recognition 37 (7): 1553-1555 (2004) Songcan 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) Zhi-Hua Zhou, Min-Ling Zhang : Ensembles of Multi-instance Learners. ECML 2003 : 492-502 Zhi-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 Zhi-Hua Zhou, Wei Tang : Selective Ensemble of Decision Trees. RSFDGrC 2003 : 476-483 Yuan Jiang , Ke-Jia Chen , Zhi-Hua Zhou: SOM Based Image Segmentation. RSFDGrC 2003 : 640-643 Zhi-Hua Zhou, Yuan Jiang , Shifu Chen : Extracting symbolic rules from trained neural network ensembles. AI Commun. 16 (1): 3-15 (2003) Zhi-Hua Zhou: Three perspectives of data mining. Artif. Intell. 143 (1): 139-146 (2003) 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) Zhi-Hua Zhou, Shifu Chen : Evolving Fault-Tolerant Neural Networks. Neural Computing and Applications 11 (3-4): 156-160 (2003) Jianxin Wu , Zhi-Hua Zhou: Efficient face candidates selector for face detection. Pattern Recognition 36 (5): 1175-1186 (2003) 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. IEA/AIE 2002 : 325-334 Zhi-Hua Zhou, Jianxin Wu , Wei Tang : Ensembling neural networks: Many could be better than all. Artif. Intell. 137 (1-2): 239-263 (2002) 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) 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) Zhi-Hua Zhou, Zhaoqian Chen : Hybrid decision tree. Knowl.-Based Syst. 15 (8): 515-528 (2002) Jianxin Wu , Zhi-Hua Zhou: Face recognition with one training image per person. Pattern Recognition Letters 23 (14): 1711-1719 (2002) Zhi-Hua Zhou, Jianxin Wu , Yuan Jiang , Shifu Chen : Genetic Algorithm based Selective Neural Network Ensemble. IJCAI 2001 : 797-802 Xu-Ri Yin , Zhi-Hua Zhou, Ning Li , Shifu Chen : An Approach for Data Filtering Based on Rough Set Theory. WAIM 2001 : 367-376 Zhi-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) Fu Jie Huang , Tsuhan Chen , Zhi-Hua Zhou, Hong-Jiang Zhang : Pose Invariant Face Recognition. FG 2000 : 245-250 Zhi-Hua Zhou, Shifu Chen , Zhaoqian Chen : A Statistics Based Approach for Extracting Priority Rules from Trained Neural Networks. IJCNN (3) 2000 : 401-406 Jia-Zhou He , Zhi-Hua Zhou, Xu-Ri Yin , Shifu Chen : Using Neural Networks for Fault Diagnosis. IJCNN (5) 2000 : 217-220 Zhi-Hua Zhou, Yuan Jiang , Shifu Chen : A general neural framework for classification rule mining. Int. J. Comput. Syst. Signal 1 (2): 154-168 (2000) Zhi-Hua Zhou, Shifu Chen , Zhaoqian Chen : FANNC: A Fast Adaptive Neural Network Classifier. Knowl. Inf. Syst. 2 (1): 115-129 (2000) Zhi-Hua Zhou, Shifu Chen , Zhaoqian Chen : FANRE: A Fast Adaptive Neural Regression Estimator. Australian Joint Conference on Artificial Intelligence 1999 : 48-59 Zhi-Hua Zhou, Shifu Chen , Zhaoqian Chen : Mining Typhoon Knowledge with Neural Networks. ICTAI 1999 : 325-326 1 [ 22 ] [ 24 ] [ 42 ] 2 [ 45 ] 3 [ 1 ] [ 2 ] [ 3 ] [ 4 ] [ 5 ] [ 6 ] [ 9 ] [ 10 ] [ 14 ] [ 16 ] [ 18 ] [ 21 ] [ 56 ] 4 [ 26 ] [ 27 ] [ 38 ] [ 39 ] [ 41 ] [ 45 ] [ 53 ] [ 58 ] [ 59 ] [ 60 ] 5 [ 7 ] 6 [ 1 ] [ 2 ] [ 3 ] [ 6 ] [ 8 ] [ 12 ] 7 [ 35 ] [ 36 ] [ 51 ] 8 [ 43 ] 9 [ 28 ] [ 47 ] [ 62 ] 10 [ 5 ] 11 [ 7 ] 12 [ 43 ] 13 [ 50 ] 14 [ 4 ] [ 10 ] [ 14 ] [ 16 ] [ 19 ] [ 21 ] [ 22 ] [ 29 ] [ 32 ] [ 40 ] [ 42 ] [ 51 ] [ 57 ] [ 65 ] 15 [ 35 ] [ 36 ] [ 51 ] 16 [ 49 ] [ 50 ] [ 52 ] [ 55 ] [ 65 ] 17 [ 9 ] [ 54 ] 18 [ 56 ] 19 [ 51 ] [ 54 ] 20 [ 27 ] [ 39 ] 21 [ 63 ] 22 [ 33 ] 23 [ 43 ] 24 [ 34 ] 25 [ 38 ] [ 53 ] 26 [ 8 ] [ 15 ] [ 23 ] 27 [ 35 ] 28 [ 8 ] [ 10 ] [ 11 ] [ 15 ] [ 17 ] 29 [ 57 ] 30 [ 14 ] [ 56 ] 31 [ 56 ] 32 [ 5 ] [ 9 ] [ 16 ] 33 [ 46 ] [ 48 ] 34 [ 47 ] [ 64 ] 35 [ 26 ] [ 41 ] [ 44 ] [ 58 ] [ 59 ] [ 60 ] 36 [ 38 ] [ 53 ] 37 [ 7 ] 38 [ 34 ] 39 [ 24 ] [ 25 ] [ 30 ] [ 37 ] [ 61 ] 40 [ 54 ]  ©2006 Association for Computing Machinery |
