| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Ming Li, Hongyu Zhang, Rongxin Wu, Zhi-Hua Zhou |
Sample-based software defect prediction with active and semi-supervised learning.  |
Autom. Softw. Eng.  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Yunyun Wang, Songcan Chen, Zhi-Hua Zhou |
New Semi-Supervised Classification Method Based on Modified Cluster Assumption. |
IEEE Trans. Neural Netw. Learning Syst. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou |
Isolation-Based Anomaly Detection. |
TKDD |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Yang Yu, Xin Yao, Zhi-Hua Zhou |
On the approximation ability of evolutionary optimization with application to minimum set cover. |
Artif. Intell. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang, Yu-Feng Li |
Multi-instance multi-label learning. |
Artif. Intell. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou |
Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | T. Ryan Hoens, Qi Qian, Nitesh V. Chawla, Zhi-Hua Zhou |
Building Decision Trees for the Multi-class Imbalance Problem. |
PAKDD |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaowei Wang, Zhi-Hua Zhou, Mengyao Ge, Chonggang Wang |
Resource allocation for heterogeneous multiuser OFDM-based cognitive radio networks with imperfect spectrum sensing. |
INFOCOM |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling, Zhi-Hua Zhou |
When Does Cotraining Work in Real Data? |
IEEE Trans. Knowl. Data Eng. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Junping Zhang, Qi Wang, Li He, Zhi-Hua Zhou |
Quantitative Analysis of Nonlinear Embedding. |
IEEE Transactions on Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shaowei Wang, Fangjiang Huang, Zhi-Hua Zhou |
Fast Power Allocation Algorithm for Cognitive Radio Networks. |
IEEE Communications Letters |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Gao, Zhi-Hua Zhou |
On the Consistency of Multi-Label Learning. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Liwei Wang, Masashi Sugiyama, Zhaoxiang Jing, Cheng Yang, Zhi-Hua Zhou, Jufu Feng |
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yang Yu, Chao Qian, Zhi-Hua Zhou |
Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang 0001 |
Face Image Modeling by Multilinear Subspace Analysis With Missing Values. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Min-Ling Zhang, Zhi-Hua Zhou |
CoTrade: Confident Co-Training With Data Editing. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
A conversation with Professor Zhi-Hua Zhou. |
SIGKDD Explorations |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Jiang, Ming Li, Zhi-Hua Zhou |
Software Defect Detection with Rocus. |
J. Comput. Sci. Technol. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian Cheng, Jinjun Wang, Shuqiang Jiang, Zhi-Hua Zhou, Edwin R. Hancock |
Special edition on semi-supervised learning for visual content analysis and understanding. |
Pattern Recognition |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Chao Qian, Yang Yu, Zhi-Hua Zhou |
An analysis on recombination in multi-objective evolutionary optimization. |
GECCO |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Chao Qian, Yang Yu, Zhi-Hua Zhou |
Collisions are helpful for computing unique input-output sequences. |
GECCO (Companion) |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou |
A Taxi Driving Fraud Detection System. |
ICDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Wang-Zhou Dai, Yang Yu, Zhi-Hua Zhou |
Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process. |
ICDM Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Leting Wu, Xiaowei Ying, Xintao Wu, Zhi-Hua Zhou |
Line Orthogonality in Adjacency Eigenspace with Application to Community Partition. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yang Yu, Yu-Feng Li, Zhi-Hua Zhou |
Diversity Regularized Machine. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Qi Guo, Tianshi Chen, Yunji Chen, Zhi-Hua Zhou, Weiwu Hu, Zhiwei Xu |
Effective and Efficient Microprocessor Design Space Exploration Using Unlabeled Design Configurations. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou |
Local and Structural Consistency for Multi-Manifold Clustering. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
Cost-Sensitive Learning. |
MDAI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Leting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi-Hua Zhou |
Spectral Analysis of k-Balanced Signed Graphs. |
PAKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Xu-Ying Liu, Zhi-Hua Zhou |
Towards Cost-Sensitive Learning for Real-World Applications. |
PAKDD Workshops |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
Unlabeled Data and Multiple Views. |
PSL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yu-Feng Li, Zhi-Hua Zhou |
Towards Making Unlabeled Data Never Hurt. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Daqing Zhang, Nan Li, Zhi-Hua Zhou, Chao Chen, Lin Sun, Shijian Li |
iBAT: detecting anomalous taxi trajectories from GPS traces. |
Ubicomp |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Xin-Shun Xu, Xiangyang Xue, Zhi-Hua Zhou |
Ensemble multi-instance multi-label learning approach for video annotation task. |
ACM Multimedia |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Xin-Shun Xu, Yuan Jiang, Liang Peng, Xiangyang Xue, Zhi-Hua Zhou |
Ensemble approach based on conditional random field for multi-label image and video annotation. |
ACM Multimedia |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yu-Feng Li, Zhi-Hua Zhou |
Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection. |
AAAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou |
Localized K-Flats. |
AAAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yin Zhang, Zhi-Hua Zhou |
Cost-Sensitive Face Recognition. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2010 |
DBLP DOI BibTeX RDF |
cost-sensitive face recognition, multiclass cost-sensitive learning, Face recognition, cost-sensitive learning |
| 1 | Jun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan |
Generalized low-rank approximations of matrices revisited. |
IEEE Transactions on Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yang Yu, Zhi-Hua Zhou |
A framework for modeling positive class expansion with single snapshot. |
Knowl. Inf. Syst. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Ming Li |
Semi-supervised learning by disagreement. |
Knowl. Inf. Syst. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yin Zhang, Zhi-Hua Zhou |
Multilabel dimensionality reduction via dependence maximization. |
TKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nan Li, Ivor W. Tsang, Zhi-Hua Zhou |
Efficiently Learning Nonlinear Classifiers for Domain Specific Performance Measures |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yu-Feng Li, Zhi-Hua Zhou |
S4VM: Safe Semi-Supervised Support Vector Machine |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yang Yu, Xin Yao, Zhi-Hua Zhou |
Evolutionary Algorithms as Guaranteed Approximation Optimizers |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Wei Gao, Zhi-Hua Zhou |
The kth, Median and Average Margin Bounds for AdaBoost |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Wei Wang 0028, Zhi-Hua Zhou |
Multi-View Active Learning in the Non-Realizable Case |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yanwei Fu, Yanwen Guo, Yanshu Zhu, Feng Liu, Chuanming Song, Zhi-Hua Zhou |
Multi-View Video Summarization. |
IEEE Transactions on Multimedia |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Xu-Ying Liu |
On Multi-Class Cost-Sensitive Learning. |
Computational Intelligence |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Jianxin Wu, Wei Tang |
Corrigendum to "Ensembling neural networks: Many could be better than all" [Artificial Intelligence 137 (1-2) (2002) 239-263]. |
Artif. Intell. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Tu Bao Ho, Zhi-Hua Zhou, Hiroshi Motoda |
Editorial. |
Intell. Data Anal. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Hang Li |
Preface. |
J. Comput. Sci. Technol. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Qiang Yang, Zhi-Hua Zhou, Wenji Mao, Wei Li, Nathan Nan Liu |
Social Learning. |
IEEE Intelligent Systems |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou |
On Detecting Clustered Anomalies Using SCiForest. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yang Yu, Chao Qian, Zhi-Hua Zhou |
Towards Analyzing Recombination Operators in Evolutionary Search. |
PPSN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Min-Ling Zhang, Zhi-Hua Zhou |
Exploiting Unlabeled Data to Enhance Ensemble Diversity. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Nan Li |
Multi-information Ensemble Diversity. |
MCS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Wang 0028, Zhi-Hua Zhou |
A New Analysis of Co-Training. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Wei Gao, Zhi-Hua Zhou |
Approximation Stability and Boosting. |
ALT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou |
Multi-manifold Clustering. |
PRICAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yu-Yin Sun, Yin Zhang, Zhi-Hua Zhou |
Multi-Label Learning with Weak Label. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou |
Multi-Instance Dimensionality Reduction. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou |
Cost-Sensitive Semi-Supervised Support Vector Machine. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou |
Facial Age Estimation by Learning from Label Distributions. |
AAAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yong Ge, Hui Xiong, Zhi-Hua Zhou, Hasan Ozdemir, Jannite Yu, K. C. Lee |
Top-Eye: top-k evolving trajectory outlier detection. |
CIKM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Wang 0028, Zhi-Hua Zhou |
Multi-View Active Learning in the Non-Realizable Case. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sheng-Jun Huang, Rong Jin, Zhi-Hua Zhou |
Active Learning by Querying Informative and Representative Examples. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Xu-Ying Liu, Zhi-Hua Zhou |
Learning with cost intervals. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
cost intervals, misclassification costs, cost-sensitive learning |
| 1 | Xiao-Bing Xue, Zhi-Hua Zhou |
Distributional Features for Text Categorization. |
IEEE Trans. Knowl. Data Eng. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Tu Bao Ho, Zhi-Hua Zhou, Hiroshi Motoda |
Preface. |
Int. J. Software and Informatics |
2009 |
DBLP BibTeX RDF |
|
| 1 | Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Jun Liu |
Face recognition under occlusions and variant expressions with partial similarity. |
IEEE Transactions on Information Forensics and Security |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Min-Ling Zhang, Zhi-Hua Zhou |
Multi-instance clustering with applications to multi-instance prediction. |
Appl. Intell. |
2009 |
DBLP DOI BibTeX RDF |
Representation transformation, Clustering, Machine learning, Multi-instance learning |
| 1 | Ming Li, Hang Li, Zhi-Hua Zhou |
Semi-supervised document retrieval. |
Inf. Process. Manage. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yuan Jiang, Ming Li, Zhi-Hua Zhou |
Mining extremely small data sets with application to software reuse. |
Softw., Pract. Exper. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Hang Li, Qiang Yang |
Editorial: special issue on selected papers of PAKDD 2007. |
Knowl. Inf. Syst. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yu-Feng Li, Ivor W. Tsang, James Tin-Yau Kwok, Zhi-Hua Zhou |
Tighter and Convex Maximum Margin Clustering. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Min-Ling Zhang, Zhi-Hua Zhou |
Classifier Ensemble with Unlabeled Data |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yang Yu, Zhi-Hua Zhou |
Weak Evolvability Equals Strong Evolvability |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Xu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou |
Exploratory Undersampling for Class-Imbalance Learning. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanwen Guo, Feng Liu, Jian Shi, Zhi-Hua Zhou, Michael Gleicher |
Image Retargeting Using Mesh Parametrization. |
IEEE Transactions on Multimedia |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
Ensemble Learning. |
Encyclopedia of Biometrics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
Ensemble. |
Encyclopedia of Database Systems |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
Boosting. |
Encyclopedia of Database Systems |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Li-Ping Liu, Yuan Jiang, Zhi-Hua Zhou |
Least Square Incremental Linear Discriminant Analysis. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nan Li, Yang Yu, Zhi-Hua Zhou |
Semi-naive Exploitation of One-Dependence Estimators. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ming Li, Xiao-Bing Xue, Zhi-Hua Zhou |
Exploiting Multi-Modal Interactions: A Unified Framework. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yin Zhang, Zhi-Hua Zhou |
Non-Metric Label Propagation. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ying-Xin Li, Shuiwang Ji, Sudhir Kumar, Jieping Ye, Zhi-Hua Zhou |
DrosophilaGene Expression Pattern Annotation through Multi-Instance Multi-Label Learning. |
IJCAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Michael K. Ng, Qiao-Qiao She, Yuan Jiang |
Budget Semi-supervised Learning. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Jun Du, Zhi-Hua Zhou |
When does Co-training Work in Real Data?. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
A Framework for Machine Learning with Ambiguous Objects. |
Brain Informatics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Nan Li, Zhi-Hua Zhou |
Selective Ensemble under Regularization Framework. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
When Semi-supervised Learning Meets Ensemble Learning. |
MCS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou |
A Framework for Machine Learning with Ambiguous Objects. |
AMT |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Takashi Washio (eds.) |
Advances in Machine Learning, First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings |
ACML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yu-Feng Li, James T. Kwok, Zhi-Hua Zhou |
Semi-supervised learning using label mean. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | De-Chuan Zhan, Ming Li, Yu-Feng Li, Zhi-Hua Zhou |
Learning instance specific distances using metric propagation. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhi-Hua Zhou, Yu-Yin Sun, Yu-Feng Li |
Multi-instance learning by treating instances as non-I.I.D. samples. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
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