| * | 2009 |
|---|
| 154 | EE | Xin Geng,
Kate Smith-Miles,
Zhi-Hua Zhou,
Liang Wang:
Face image modeling by multilinear subspace analysis with missing values.
ACM Multimedia 2009: 629-632 |
| 153 | EE | Zhi-Hua Zhou:
A Framework for Machine Learning with Ambiguous Objects.
AMT 2009: 6 |
| 152 | EE | Zhi-Hua Zhou:
A Framework for Machine Learning with Ambiguous Objects.
Brain Informatics 2009: 6 |
| 151 | EE | Yu-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 |
| 150 | EE | De-Chuan Zhan,
Ming Li,
Yu-Feng Li,
Zhi-Hua Zhou:
Learning instance specific distances using metric propagation.
ICML 2009: 154 |
| 149 | EE | Zhi-Hua Zhou,
Yu-Yin Sun,
Yu-Feng Li:
Multi-instance learning by treating instances as non-I.I.D. samples.
ICML 2009: 157 |
| 148 | EE | Yu-Feng Li,
James T. Kwok,
Zhi-Hua Zhou:
Semi-supervised learning using label mean.
ICML 2009: 80 |
| 147 | EE | Ming Li,
Xiao-Bing Xue,
Zhi-Hua Zhou:
Exploiting Multi-Modal Interactions: A Unified Framework.
IJCAI 2009: 1120-1125 |
| 146 | EE | Yin Zhang,
Zhi-Hua Zhou:
Non-Metric Label Propagation.
IJCAI 2009: 1357-1362 |
| 145 | EE | Ying-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 |
| 144 | EE | Shuiwang 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 |
| 143 | EE | Nan Li,
Zhi-Hua Zhou:
Selective Ensemble under Regularization Framework.
MCS 2009: 293-303 |
| 142 | EE | Zhi-Hua Zhou:
When Semi-supervised Learning Meets Ensemble Learning.
MCS 2009: 529-538 |
| 141 | EE | Zhi-Hua Zhou,
Michael Ng,
Qiao-Qiao She,
Yuan Jiang:
Budget Semi-supervised Learning.
PAKDD 2009: 588-595 |
| 140 | EE | Charles X. Ling,
Jun Du,
Zhi-Hua Zhou:
When does Co-training Work in Real Data?.
PAKDD 2009: 596-603 |
| 139 | EE | Min-Ling Zhang,
Zhi-Hua Zhou:
Multi-instance clustering with applications to multi-instance prediction.
Appl. Intell. 31(1): 47-68 (2009) |
| 138 | EE | Shuiwang 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) |
| 137 | EE | Yang Yu,
Zhi-Hua Zhou:
Weak Evolvability Equals Strong Evolvability
CoRR abs/0905.4570: (2009) |
| 136 | EE | Min-Ling Zhang,
Zhi-Hua Zhou:
Classifier Ensemble with Unlabeled Data
CoRR abs/0909.3593: (2009) |
| 135 | EE | Xiao-Bing Xue,
Zhi-Hua Zhou:
Distributional Features for Text Categorization.
IEEE Trans. Knowl. Data Eng. 21(3): 428-442 (2009) |
| 134 | EE | Ming Li,
Hang Li,
Zhi-Hua Zhou:
Semi-supervised document retrieval.
Inf. Process. Manage. 45(3): 341-355 (2009) |
| 133 | EE | Zhi-Hua Zhou,
Hang Li,
Qiang Yang:
Editorial: special issue on selected papers of PAKDD 2007.
Knowl. Inf. Syst. 19(2): 131-132 (2009) |
| 132 | EE | Yuan 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 |
| 128 | EE | Xin Geng,
Kate Smith-Miles,
Zhi-Hua Zhou:
Facial age estimation by nonlinear aging pattern subspace.
ACM Multimedia 2008: 721-724 |
| 127 | EE | Liwei Wang,
Masashi Sugiyama,
Cheng Yang,
Zhi-Hua Zhou,
Jufu Feng:
On the Margin Explanation of Boosting Algorithms.
COLT 2008: 479-490 |
| 126 | EE | Yin Zhang,
Zhi-Hua Zhou:
Cost-sensitive face recognition.
CVPR 2008 |
| 125 | EE | Fei Tony Liu,
Kai Ming Ting,
Zhi-Hua Zhou:
Isolation Forest.
ICDM 2008: 413-422 |
| 124 | EE | Li-Ping Liu,
Yang Yu,
Yuan Jiang,
Zhi-Hua Zhou:
TEFE: A Time-Efficient Approach to Feature Extraction.
ICDM 2008: 423-432 |
| 123 | EE | Min-Ling Zhang,
Zhi-Hua Zhou:
M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning.
ICDM 2008: 688-697 |
| 122 | EE | Wei Wang,
Zhi-Hua Zhou:
On multi-view active learning and the combination with semi-supervised learning.
ICML 2008: 1152-1159 |
| 121 | EE | Yang Yu,
Zhi-Hua Zhou:
On the usefulness of infeasible solutions in evolutionary search: A theoretical study.
IEEE Congress on Evolutionary Computation 2008: 835-840 |
| 120 | EE | Ming Li,
Zhongfei (Mark) Zhang,
Zhi-Hua Zhou:
Mining Bulletin Board Systems Using Community Generation.
PAKDD 2008: 209-221 |
| 119 | EE | Yang Yu,
Zhi-Hua Zhou:
A Framework for Modeling Positive Class Expansion with Single Snapshot.
PAKDD 2008: 429-440 |
| 118 | EE | Xiao-Bing Xue,
Zhi-Hua Zhou,
Zhongfei (Mark) Zhang:
Improving Web search using image snippets.
ACM Trans. Internet Techn. 8(4): (2008) |
| 117 | EE | Yang Yu,
Zhi-Hua Zhou:
A new approach to estimating the expected first hitting time of evolutionary algorithms.
Artif. Intell. 172(15): 1809-1832 (2008) |
| 116 | EE | Zhi-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) |
| 115 | EE | Zhi-Hua Zhou,
Min-Ling Zhang,
Sheng-Jun Huang,
Yu-Feng Li:
MIML: A Framework for Learning with Ambiguous Objects
CoRR abs/0808.3231: (2008) |
| 114 | EE | Xin 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) |
| 113 | EE | Xin 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) |
| 112 | EE | Fei Tony Liu,
Kai Ming Ting,
Yang Yu,
Zhi-Hua Zhou:
Spectrum of Variable-Random Trees.
J. Artif. Intell. Res. (JAIR) 32: 355-384 (2008) |
| 111 | EE | Xindong 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) |
| 110 | EE | Daoqiang 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 |
| 105 | EE | Zhi-Hua Zhou:
Mining Ambiguous Data with Multi-instance Multi-label Representation.
ADMA 2007: 1 |
| 104 | EE | Jun Liu,
Songcan Chen,
Zhi-Hua Zhou,
Xiaoyang Tan:
Single Image Subspace for Face Recognition.
AMFG 2007: 205-219 |
| 103 | EE | Xiao-Lin Li,
Zhi-Hua Zhou:
Structure Learning of Probabilistic Relational Models from Incomplete Relational Data.
ECML 2007: 214-225 |
| 102 | EE | Wei Wang,
Zhi-Hua Zhou:
Analyzing Co-training Style Algorithms.
ECML 2007: 454-465 |
| 101 | EE | Yang Yu,
Zhi-Hua Zhou,
Kai Ming Ting:
Cocktail Ensemble for Regression.
ICDM 2007: 721-726 |
| 100 | EE | Zhi-Hua Zhou,
Jun-Ming Xu:
On the relation between multi-instance learning and semi-supervised learning.
ICML 2007: 1167-1174 |
| 99 | EE | Zhi-Hua Zhou,
Hong-Bin Dai:
Exploiting Image Contents in Web Search.
IJCAI 2007: 2922-2927 |
| 98 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Semi-Supervised Dimensionality Reduction.
SDM 2007 |
| 97 | EE | Ruqian 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) |
| 96 | EE | Zhi-Hua Zhou,
Ming Li:
Semisupervised Regression with Cotraining-Style Algorithms.
IEEE Trans. Knowl. Data Eng. 19(11): 1479-1493 (2007) |
| 95 | EE | Xin 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) |
| 94 | EE | Ming 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) |
| 93 | EE | Yang 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) |
| 92 | EE | Zhi-Hua Zhou,
Min-Ling Zhang:
Solving multi-instance problems with classifier ensemble based on constructive clustering.
Knowl. Inf. Syst. 11(2): 155-170 (2007) |
| 91 | EE | Min-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 |
| 87 | EE | Xin Geng,
Zhi-Hua Zhou,
Yu Zhang,
Gang Li,
Honghua Dai:
Learning from facial aging patterns for automatic age estimation.
ACM Multimedia 2006: 307-316 |
| 86 | EE | Yuan Jiang,
Ming Li,
Zhi-Hua Zhou:
Generation of Comprehensible Hypotheses from Gene Expression Data.
BioDM 2006: 116-123 |
| 85 | EE | Xiaoyang Tan,
Songcan Chen,
Jun Li,
Zhi-Hua Zhou:
Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion.
CVPR (1) 2006: 138-145 |
| 84 | EE | Xiao-Bing Xue,
Zhi-Hua Zhou:
Distributional Features for Text Categorization.
ECML 2006: 497-508 |
| 83 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels.
ICDM 2006: 1178-1182 |
| 82 | EE | Zhi-Hua Zhou,
Hong-Bin Dai:
Query-Sensitive Similarity Measure for Content-Based Image Retrieval.
ICDM 2006: 1211-1215 |
| 81 | EE | Xu-Ying Liu,
Jianxin Wu,
Zhi-Hua Zhou:
Exploratory Under-Sampling for Class-Imbalance Learning.
ICDM 2006: 965-969 |
| 80 | EE | Xu-Ying Liu,
Zhi-Hua Zhou:
The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study.
ICDM 2006: 970-974 |
| 79 | EE | Junping Zhang,
Li He,
Zhi-Hua Zhou:
Ensemble-Based Discriminant Manifold Learning for Face Recognition.
ICNC (1) 2006: 29-38 |
| 78 | EE | Zhi-Hua Zhou,
Min-Ling Zhang:
Multi-Instance Multi-Label Learning with Application to Scene Classification.
NIPS 2006: 1609-1616 |
| 77 | EE | De-Chuan Zhan,
Zhi-Hua Zhou:
Neighbor Line-Based Locally Linear Embedding.
PAKDD 2006: 806-815 |
| 76 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Non-negative Matrix Factorization on Kernels.
PRICAI 2006: 404-412 |
| 75 | EE | Zhi-Hua Zhou:
Learning with Unlabeled Data and Its Application to Image Retrieval.
PRICAI 2006: 5-10 |
| 74 | EE | Xin Geng,
Zhi-Hua Zhou,
Honghua Dai:
Uncontrolled Face Recognition by Individual Stable Neural Network.
PRICAI 2006: 553-562 |
| 73 | EE | Daoqiang 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 |
| 72 | EE | Zhi-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) |
| 71 | EE | 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) |
| 70 | EE | Min-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) |
| 69 | EE | Xin Geng,
Zhi-Hua Zhou:
Image Region Selection and Ensemble for Face Recognition.
J. Comput. Sci. Technol. 21(1): 116-125 (2006) |
| 68 | EE | Zhi-Hua Zhou:
Multi-Instance Learning from Supervised View.
J. Comput. Sci. Technol. 21(5): 800-809 (2006) |
| 67 | EE | Zhi-Hua Zhou,
Wei Tang:
Clusterer ensemble.
Knowl.-Based Syst. 19(1): 77-83 (2006) |
| 66 | EE | 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.
Multimedia Syst. 12(1): 1-2 (2006) |
| 65 | EE | Min-Ling Zhang,
Zhi-Hua Zhou:
Adapting RBF Neural Networks to Multi-Instance Learning.
Neural Processing Letters 23(1): 1-26 (2006) |
| 64 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Learning the kernel parameters in kernel minimum distance classifier.
Pattern Recognition 39(1): 133-135 (2006) |
| 63 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Diagonal principal component analysis for face recognition.
Pattern Recognition 39(1): 140-142 (2006) |
| 62 | EE | Xiaoyang 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 |
|---|
| 61 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition.
AMFG 2005: 350-363 |
| 60 | EE | 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 |
| 59 | EE | Min-Ling Zhang,
Zhi-Hua Zhou:
A k-nearest neighbor based algorithm for multi-label classification.
GrC 2005: 718-721 |
| 58 | EE | 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 |
| 57 | EE | Zhi-Hua Zhou,
Ming Li:
Semi-Supervised Regression with Co-Training.
IJCAI 2005: 908-916 |
| 56 | EE | 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 |
| 55 | EE | Xiaoyang Tan,
Songcan Chen,
Zhi-Hua Zhou,
Fuyan Zhang:
Feature Selection for High Dimensional Face Image Using Self-organizing Maps.
PAKDD 2005: 500-504 |
| 54 | EE | Ming Li,
Zhi-Hua Zhou:
SETRED: Self-training with Editing.
PAKDD 2005: 611-621 |
| 53 | EE | Yuan Jiang,
Jinjiang Ling,
Gang Li,
Honghua Dai,
Zhi-Hua Zhou:
Dependency Bagging.
RSFDGrC (1) 2005: 491-500 |
| 52 | EE | Zhi-Hua Zhou,
Kai Jiang,
Ming Li:
Multi-Instance Learning Based Web Mining.
Appl. Intell. 22(2): 135-147 (2005) |
| 51 | EE | Daoqiang 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) |
| 50 | EE | Zhi-Hua Zhou,
Ming Li:
Tri-Training: Exploiting Unlabeled Data Using Three Classifiers.
IEEE Trans. Knowl. Data Eng. 17(11): 1529-1541 (2005) |
| 49 | EE | Zhi-Hua Zhou,
Yang Yu:
Ensembling local learners ThroughMultimodal perturbation.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(4): 725-735 (2005) |
| 48 | EE | 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) |
| 47 | EE | Zhi-Hua Zhou,
Yang Yu:
Adapt Bagging to Nearest Neighbor Classifiers.
J. Comput. Sci. Technol. 20(1): 48-54 (2005) |
| 46 | EE | Songcan Chen,
Lei Chen,
Zhi-Hua Zhou:
A unified SWSI-KAMs framework and performance evaluation on face recognition.
Neurocomputing 68: 54-69 (2005) |
| 45 | EE | Daoqiang 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 |
|---|
| 44 | EE | 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 |
| 43 | EE | Zhi-Hua Zhou,
Ke-Jia Chen,
Yuan Jiang:
Exploiting Unlabeled Data in Content-Based Image Retrieval.
ECML 2004: 525-536 |
| 42 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Fuzzy-Kernel Learning Vector Quantization.
ISNN (1) 2004: 180-185 |
| 41 | EE | Yuan Jiang,
Zhi-Hua Zhou:
Editing Training Data for kNN Classifiers with Neural Network Ensemble.
ISNN (1) 2004: 356-361 |
| 40 | EE | Jun Liu,
Songcan Chen,
Zhi-Hua Zhou:
Progressive Principal Component Analysis.
ISNN (1) 2004: 768-773 |
| 39 | EE | 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 |
| 38 | EE | Min-Ling Zhang,
Zhi-Hua Zhou:
Ensembles of Multi-Instance Neural Networks.
Intelligent Information Processing 2004: 471-474 |
| 37 | EE | Honghua Dai,
Gang Li,
Zhi-Hua Zhou:
Ensembling MML Causal Discovery.
PAKDD 2004: 260-271 |
| 36 | EE | Zhi-Hua Zhou,
Dan Wei,
Gang Li,
Honghua Dai:
On the Size of Training Set and the Benefit from Ensemble.
PAKDD 2004: 298-307 |
| 35 | EE | Junping Zhang,
Huanxing Shen,
Zhi-Hua Zhou:
Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition.
SINOBIOMETRICS 2004: 296-304 |
| 34 | EE | Junping Zhang,
Li He,
Zhi-Hua Zhou:
Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning.
WSC 2004: 651-664 |
| 33 | EE | Zhi-Hua Zhou,
Ruqian Lu:
Artificial intelligence in medicine in China.
Artificial Intelligence in Medicine 32(1): 1-2 (2004) |
| 32 | EE | Zhi-Hua Zhou,
Yuan Jiang:
NeC4.5: Neural Ensemble Based C4.5.
IEEE Trans. Knowl. Data Eng. 16(6): 770-773 (2004) |
| 31 | EE | Zhi-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) |
| 29 | EE | Yuan Jiang,
Zhi-Hua Zhou:
SOM Ensemble-Based Image Segmentation.
Neural Processing Letters 20(3): 171-178 (2004) |
| 28 | EE | Zhi-Hua Zhou,
Xin Geng:
Projection functions for eye detection.
Pattern Recognition 37(5): 1049-1056 (2004) |
| 27 | EE | 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) |
| 26 | EE | 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) |
| 2003 |
|---|
| 25 | EE | Zhi-Hua Zhou,
Min-Ling Zhang:
Ensembles of Multi-instance Learners.
ECML 2003: 492-502 |
| 24 | EE | 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 |
| 23 | EE | Zhi-Hua Zhou,
Wei Tang:
Selective Ensemble of Decision Trees.
RSFDGrC 2003: 476-483 |
| 22 | EE | Yuan Jiang,
Ke-Jia Chen,
Zhi-Hua Zhou:
SOM Based Image Segmentation.
RSFDGrC 2003: 640-643 |
| 21 | EE | Zhi-Hua Zhou,
Yuan Jiang,
Shifu Chen:
Extracting symbolic rules from trained neural network ensembles.
AI Commun. 16(1): 3-15 (2003) |
| 20 | EE | Zhi-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) |
| 18 | EE | Zhi-Hua Zhou,
Shifu Chen:
Evolving Fault-Tolerant Neural Networks.
Neural Computing and Applications 11(3-4): 156-160 (2003) |
| 17 | EE | Jianxin Wu,
Zhi-Hua Zhou:
Efficient face candidates selector for face detection.
Pattern Recognition 36(5): 1175-1186 (2003) |
| 2002 |
|---|
| 16 | EE | 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 |
| 15 | EE | Zhi-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) |
| 12 | EE | Zhi-Hua Zhou,
Zhaoqian Chen:
Hybrid decision tree.
Knowl.-Based Syst. 15(8): 515-528 (2002) |
| 11 | EE | Jianxin 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 |
| 9 | EE | Xu-Ri Yin,
Zhi-Hua Zhou,
Ning Li,
Shifu Chen:
An Approach for Data Filtering Based on Rough Set Theory.
WAIM 2001: 367-376 |
| 8 | EE | 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) |
| 2000 |
|---|
| 7 | EE | Fu Jie Huang,
Tsuhan Chen,
Zhi-Hua Zhou,
Hong-Jiang Zhang:
Pose Invariant Face Recognition.
FG 2000: 245-250 |
| 6 | EE | Zhi-Hua Zhou,
Shifu Chen,
Zhaoqian Chen:
A Statistics Based Approach for Extracting Priority Rules from Trained Neural Networks.
IJCNN (3) 2000: 401-406 |
| 5 | EE | Jia-Zhou He,
Zhi-Hua Zhou,
Xu-Ri Yin,
Shifu Chen:
Using Neural Networks for Fault Diagnosis.
IJCNN (5) 2000: 217-220 |
| 4 | EE | 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) |
| 3 | EE | Zhi-Hua Zhou,
Shifu Chen,
Zhaoqian Chen:
FANNC: A Fast Adaptive Neural Network Classifier.
Knowl. Inf. Syst. 2(1): 115-129 (2000) |
| 1999 |
|---|
| 2 | EE | Zhi-Hua Zhou,
Shifu Chen,
Zhaoqian Chen:
FANRE: A Fast Adaptive Neural Regression Estimator.
Australian Joint Conference on Artificial Intelligence 1999: 48-59 |
| 1 | EE | Zhi-Hua Zhou,
Shifu Chen,
Zhaoqian Chen:
Mining Typhoon Knowledge with Neural Networks.
ICTAI 1999: 325-326 |
