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j141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Li, Wen-jun Wu, Huaimin Wang, Xueqi Cheng, Huajun Chen, Zhi-Hua Zhou, Rong Ding: Crowd intelligence in AI 2.0 era. Frontiers of IT & EE 18(1): 15-43 (2017)
j140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey Holmes, Tie-Yan Liu, Hang Li, Irwin King, Masashi Sugiyama, Zhi-Hua Zhou: Introduction: special issue of selected papers from ACML 2015. Machine Learning 106(4): 459-461 (2017)
j139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRobert J. Durrant, Kee-Eung Kim, Geoffrey Holmes, Stephen Marsland, Masashi Sugiyama, Zhi-Hua Zhou: Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016). Machine Learning 106(5): 623-625 (2017)
j138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou: Scalable Algorithms for Multi-Instance Learning. IEEE Trans. Neural Netw. Learning Syst. 28(4): 975-987 (2017)
c213Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJi Feng, Zhi-Hua Zhou: Deep MIML Network. AAAI 2017: 1884-1890
c212Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Han-Wen Zha, Zhi-Hua Zhou: Learning Safe Prediction for Semi-Supervised Regression. AAAI 2017: 2217-2223
c211Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Mu, Feida Zhu, Juan Du, Ee-Peng Lim, Zhi-Hua Zhou: Streaming Classification with Emerging New Class by Class Matrix Sketching. AAAI 2017: 2373-2379
c210Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yang, De-Chuan Zhan, Ying Fan, Yuan Jiang, Zhi-Hua Zhou: Deep Learning for Fixed Model Reuse. AAAI 2017: 2831-2837
c209Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYue Zhu, Kai Ming Ting, Zhi-Hua Zhou: Discover Multiple Novel Labels in Multi-Instance Multi-Label Learning. AAAI 2017: 2977-2984
c208Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWang-Zhou Dai, Zhi-Hua Zhou: Combining Logical Abduction and Statistical Induction: Discovering Written Primitives with Human Knowledge. AAAI 2017: 4392-4398
r5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Min-Ling Zhang: Multi-label Learning. Encyclopedia of Machine Learning and Data Mining 2017: 875-881
i40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Strongly Adaptive Regret Implies Optimally Dynamic Regret. CoRR abs/1701.07570 (2017)
i39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuting Qiang, Yanwei Fu, Xiao Yu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal: Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models. CoRR abs/1702.06228 (2017)
i38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ji Feng: Deep Forest: Towards An Alternative to Deep Neural Networks. CoRR abs/1702.08835 (2017)
2016
j137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Lu Wang, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou: One-pass AUC optimization. Artif. Intell. 236: 1-29 (2016)
j136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: Dropout Rademacher complexity of deep neural networks. SCIENCE CHINA Information Sciences 59(7): 072104:1-072104:12 (2016)
j135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Launch of the NSFC Excellent Young Scholars Forum. Frontiers of Computer Science 10(1): 1 (2016)
j134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Learnware: on the future of machine learning. Frontiers of Computer Science 10(4): 589-590 (2016)
j133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHang Li, Dinh Q. Phung, Tru Cao, Tu-Bao Ho, Zhi-Hua Zhou: Introduction: special issue of selected papers from ACML 2014. Machine Learning 103(2): 137-139 (2016)
j132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiu-Shen Wei, Zhi-Hua Zhou: An empirical study on image bag generators for multi-instance learning. Machine Learning 105(2): 155-198 (2016)
j131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou: Modeling of Geographic Dependencies for Real Estate Ranking. TKDD 11(1): 11:1-11:27 (2016)
j130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Hang Zhou, Zhi-Hua Zhou: Large Margin Distribution Learning with Cost Interval and Unlabeled Data. IEEE Trans. Knowl. Data Eng. 28(7): 1749-1763 (2016)
c207Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuting Qiang, Yanwei Fu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal: Learning to Generate Posters of Scientific Papers. AAAI 2016: 51-57
c206Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWang-Cheng Kang, Wu-Jun Li, Zhi-Hua Zhou: Column Sampling Based Discrete Supervised Hashing. AAAI 2016: 1230-1236
c205Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Lu Wang, Yu-Feng Li, Zhi-Hua Zhou: Risk Minimization in the Presence of Label Noise. AAAI 2016: 1575-1581
c204Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, James T. Kwok, Zhi-Hua Zhou: Towards Safe Semi-Supervised Learning for Multivariate Performance Measures. AAAI 2016: 1816-1822
c203Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDe-Chuan Zhan, Peng Hu, Zui Chu, Zhi-Hua Zhou: Learning Expected Hitting Time Distance. AAAI 2016: 2309-2314
c202Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Jinfeng Yi, Rong Jin, Zhi-Hua Zhou: Stochastic Optimization for Kernel PCA. AAAI 2016: 2315-2322
c201Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Xin-Yi Niu, Zhi-Hua Zhou: Learnability of Non-I.I.D. ACML 2016: 158-173
c200Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Sparse Learning for Large-Scale and High-Dimensional Data: A Randomized Convex-Concave Optimization Approach. ALT 2016: 83-97
c199Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYue Zhu, Kai Ming Ting, Zhi-Hua Zhou: Multi-label Learning with Emerging New Labels. ICDM 2016: 1371-1376
c198Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Yichi Xiao, Zhi-Hua Zhou: Online Stochastic Linear Optimization under One-bit Feedback. ICML 2016: 392-401
c197Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: A Lower Bound Analysis of Population-Based Evolutionary Algorithms for Pseudo-Boolean Functions. IDEAL 2016: 457-467
c196Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXuan Huo, Ming Li, Zhi-Hua Zhou: Learning Unified Features from Natural and Programming Languages for Locating Buggy Source Code. IJCAI 2016: 1606-1612
c195Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Shao-Bo Wang, Zhi-Hua Zhou: Graph Quality Judgement: A Large Margin Expedition. IJCAI 2016: 1725-1731
c194Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLi-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou: Transductive Optimization of Top k Precision. IJCAI 2016: 1781-1787
c193Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Jing-Cheng Shi, Yang Yu, Ke Tang, Zhi-Hua Zhou: Parallel Pareto Optimization for Subset Selection. IJCAI 2016: 1939-1945
c192Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLu Wang, Zhi-Hua Zhou: Cost-Saving Effect of Crowdsourcing Learning. IJCAI 2016: 2111-2117
c191Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKai Ming Ting, Ye Zhu, Mark James Carman, Yue Zhu, Zhi-Hua Zhou: Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure. KDD 2016: 1205-1214
c190Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Mu, Feida Zhu, Ee-Peng Lim, Jing Xiao, Jianzong Wang, Zhi-Hua Zhou: User Identity Linkage by Latent User Space Modelling. KDD 2016: 1775-1784
c189Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHan-Jia Ye, De-Chuan Zhan, Xue-Min Si, Yuan Jiang, Zhi-Hua Zhou: What Makes Objects Similar: A Unified Multi-Metric Learning Approach. NIPS 2016: 1235-1243
c188Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Ke Tang, Zhi-Hua Zhou: Selection Hyper-heuristics Can Provably Be Helpful in Evolutionary Multi-objective Optimization. PPSN 2016: 835-846
c187Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-Dong Wang, Zhi-Hua Zhou: Facial Age Estimation by Total Ordering Preserving Projection. PRICAI 2016: 603-615
e22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrancesco Bonchi, Josep Domingo-Ferrer, Ricardo A. Baeza-Yates, Zhi-Hua Zhou, Xindong Wu: IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain .IEEE 2016
e21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlotta Domeniconi, Francesco Gullo, Francesco Bonchi, Josep Domingo-Ferrer, Ricardo A. Baeza-Yates, Zhi-Hua Zhou, Xindong Wu: IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain. IEEE 2016
i37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuo-Bing Zhou, Jianxin Wu, Chen-Lin Zhang, Zhi-Hua Zhou: Minimal Gated Unit for Recurrent Neural Networks. CoRR abs/1603.09420 (2016)
i36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuting Qiang, Yanwei Fu, Yanwen Guo, Zhi-Hua Zhou, Leonid Sigal: Learning to Generate Posters of Scientific Papers. CoRR abs/1604.01219 (2016)
i35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTeng Zhang, Zhi-Hua Zhou: Optimal Margin Distribution Machine. CoRR abs/1604.03348 (2016)
i34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChenping Hou, Zhi-Hua Zhou: One-Pass Learning with Incremental and Decremental Features. CoRR abs/1605.09082 (2016)
i33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Mu, Kai Ming Ting, Zhi-Hua Zhou: Classification under Streaming Emerging New Classes: A Solution using Completely Random Trees. CoRR abs/1605.09131 (2016)
i32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: A Lower Bound Analysis of Population-based Evolutionary Algorithms for Pseudo-Boolean Functions. CoRR abs/1606.03326 (2016)
i31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Xin-Yi Niu, Zhi-Hua Zhou: On the Consistency of Exact and Approximate Nearest Neighbor with Noisy Data. CoRR abs/1607.07526 (2016)
i30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Jinfeng Yi, Rong Jin, Zhi-Hua Zhou: Improved dynamic regret for non-degeneracy functions. CoRR abs/1608.03933 (2016)
i29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXi-Zhu Wu, Zhi-Hua Zhou: A Unified View of Multi-Label Performance Measures. CoRR abs/1609.00288 (2016)
i28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYao-Xiang Ding, Zhi-Hua Zhou: Crowdsourcing with Unsure Option. CoRR abs/1609.00292 (2016)
i27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Pang, Wei Gao, Min Tao, Zhi-Hua Zhou: Unorganized Malicious Attacks Detection. CoRR abs/1610.04086 (2016)
2015
j129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: Variable solution structure can be helpful in evolutionary optimization. SCIENCE CHINA Information Sciences 58(11): 1-17 (2015)
j128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: Crowdsourcing label quality: a theoretical analysis. SCIENCE CHINA Information Sciences 58(11): 1-12 (2015)
j127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Zhi-Hua Zhou: Towards Making Unlabeled Data Never Hurt. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 175-188 (2015)
j126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Chao Qian, Zhi-Hua Zhou: Switch Analysis for Running Time Analysis of Evolutionary Algorithms. IEEE Trans. Evolutionary Computation 19(6): 777-792 (2015)
j125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJu-Hua Hu, De-Chuan Zhan, Xintao Wu, Yuan Jiang, Zhi-Hua Zhou: Pairwised Specific Distance Learning from Physical Linkages. TKDD 9(3): 20:1-20:27 (2015)
j124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJing Liu, Yu Jiang, Zechao Li, Zhi-Hua Zhou, Hanqing Lu: Partially Shared Latent Factor Learning With Multiview Data. IEEE Trans. Neural Netw. Learning Syst. 26(6): 1233-1246 (2015)
j123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi Guo, Tianshi Chen, Zhi-Hua Zhou, Olivier Temam, Ling Li, Depei Qian, Yunji Chen: Robust Design Space Modeling. ACM Trans. Design Autom. Electr. Syst. 20(2): 18:1-18:22 (2015)
c186Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin-Yu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen, Zhi-Hua Zhou: Structured Sparsity with Group-Graph Regularization. AAAI 2015: 1714-1720
c185Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: Pareto Ensemble Pruning. AAAI 2015: 2935-2941
c184Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Online Bandit Learning for a Special Class of Non-Convex Losses. AAAI 2015: 3158-3164
c183Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWang-Zhou Dai, Zhi-Hua Zhou: Statistical Unfolded Logic Learning. ACML 2015: 349-361
c182Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYue Zhu, Wei Gao, Zhi-Hua Zhou: One-Pass Multi-View Learning. ACML 2015: 407-422
c181Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: A Simple Homotopy Algorithm for Compressive Sensing. AISTATS 2015
c180Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHan-Jia Ye, De-Chuan Zhan, Yuan Miao, Yuan Jiang, Zhi-Hua Zhou: Rank Consistency based Multi-View Learning: A Privacy-Preserving Approach. CIKM 2015: 991-1000
c179Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMiao Xu, Rong Jin, Zhi-Hua Zhou: CUR Algorithm for Partially Observed Matrices. ICML 2015: 1412-1421
c178Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: On Constrained Boolean Pareto Optimization. IJCAI 2015: 389-395
c177Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: On the Consistency of AUC Pairwise Optimization. IJCAI 2015: 939-945
c176Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Songcan Chen, Zhi-Hua Zhou: Multi-Label Active Learning: Query Type Matters. IJCAI 2015: 946-952
c175Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJinhong Zhong, Ke Tang, Zhi-Hua Zhou: Active Learning from Crowds with Unsure Option. IJCAI 2015: 1061-1068
c174Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWang-Zhou Dai, Stephen H. Muggleton, Zhi-Hua Zhou: Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts. ILP (Late Breaking Papers) 2015: 1-16
c173Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Yuan Jiang, Zhi-Hua Zhou: Multi-label Selective Ensemble. MCS 2015: 76-88
c172Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: Subset Selection by Pareto Optimization. NIPS 2015: 1774-1782
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJames Tin-Yau Kwok, Zhi-Hua Zhou, Lei Xu: Machine Learning. Handbook of Computational Intelligence 2015: 495-522
e20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharu Aggarwal, Zhi-Hua Zhou, Alexander Tuzhilin, Hui Xiong, Xindong Wu: 2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015 .IEEE Computer Society 2015, ISBN 978-1-4673-9504-5
e19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang: Intelligence Science and Big Data Engineering. Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part I .Lecture Notes in Computer Science 9242, Springer 2015, ISBN 978-3-319-23987-3
e18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang: Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II .Lecture Notes in Computer Science 9243, Springer 2015, ISBN 978-3-319-23861-6
e17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Wai-Lok Cheung, Hiroshi Motoda: Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I .Lecture Notes in Computer Science 9077, Springer 2015, ISBN 978-3-319-18037-3
e16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Wai-Lok Cheung, Hiroshi Motoda: Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II .Lecture Notes in Computer Science 9078, Springer 2015, ISBN 978-3-319-18031-1
e15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoli Li, Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Wai-Lok Cheung, Hiroshi Motoda: Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers .Lecture Notes in Computer Science 9441, Springer 2015, ISBN 978-3-319-25659-7
r4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Ensemble Learning. Encyclopedia of Biometrics 2015: 411-416
i26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShen-Yi Zhao, Wu-Jun Li, Zhi-Hua Zhou: Scalable Stochastic Alternating Direction Method of Multipliers. CoRR abs/1502.03529 (2015)
i25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Analysis of Nuclear Norm Regularization for Full-rank Matrix Completion. CoRR abs/1504.06817 (2015)
i24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou: Multi-Label Active Learning from Crowds. CoRR abs/1508.00722 (2015)
i23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Online Stochastic Linear Optimization under One-bit Feedback. CoRR abs/1509.07728 (2015)
i22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLi-Ping Liu, Thomas G. Dietterich, Nan Li, Zhi-Hua Zhou: Transductive Optimization of Top k Precision. CoRR abs/1510.05976 (2015)
i21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Stochastic Proximal Gradient Descent for Nuclear Norm Regularization. CoRR abs/1511.01664 (2015)
i20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLijun Zhang, Tianbao Yang, Rong Jin, Zhi-Hua Zhou: Sparse Learning for Large-scale and High-dimensional Data: A Randomized Convex-concave Optimization Approach. CoRR abs/1511.03766 (2015)
2014
j122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLei Yuan, Cheng Pan, Shuiwang Ji, Michael McCutchan, Zhi-Hua Zhou, Stuart J. Newfeld, Sudhir Kumar, Jieping Ye: Automated annotation of developmental stages of Drosophila embryos in images containing spatial patterns of expression. Bioinformatics 30(2): 266-273 (2014)
j121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanning Zhang, Zhi-Hua Zhou, Changshui Zhang: Special issue on the Sino-foreign-interchange workshop on intelligence science and intelligent data engineering. Neurocomputing 134: 1-2 (2014)
j120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Rong Jin, Zhi-Hua Zhou: Active Learning by Querying Informative and Representative Examples. IEEE Trans. Pattern Anal. Mach. Intell. 36(10): 1936-1949 (2014)
j119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJennifer G. Dy, Zhi-Hua Zhou: Editorial to the Special Issue of Selected Papers of SDM 2013. Statistical Analysis and Data Mining 7(4): 227-228 (2014)
j118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Sheng Wu, Sheng-Jun Huang, Zhi-Hua Zhou: Genome-Wide Protein Function Prediction through Multi-Instance Multi-Label Learning. IEEE/ACM Trans. Comput. Biology Bioinform. 11(5): 891-902 (2014)
j117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Chen, Daqing Zhang, Nan Li, Zhi-Hua Zhou: B-Planner: Planning Bidirectional Night Bus Routes Using Large-Scale Taxi GPS Traces. IEEE Trans. Intelligent Transportation Systems 15(4): 1451-1465 (2014)
j116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: A Review on Multi-Label Learning Algorithms. IEEE Trans. Knowl. Data Eng. 26(8): 1819-1837 (2014)
c171Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQing Da, Yang Yu, Zhi-Hua Zhou: Learning with Augmented Class by Exploiting Unlabeled Data. AAAI 2014: 1760-1766
c170Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Wei Gao, Zhi-Hua Zhou: Fast Multi-Instance Multi-Label Learning. AAAI 2014: 1868-1874
c169Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou: Partial Multi-View Clustering. AAAI 2014: 1968-1974
c168Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCam-Tu Nguyen, Xiaoliang Wang, Jing Liu, Zhi-Hua Zhou: Labeling Complicated Objects: Multi-View Multi-Instance Multi-Label Learning. AAAI 2014: 2013-2019
c167Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei-Jia Zhang, Zhi-Hua Zhou: Multi-Instance Learning with Distribution Change. AAAI 2014: 2184-2190
c166Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYue Zhu, Jianxin Wu, Yuan Jiang, Zhi-Hua Zhou: Learning with Augmented Multi-Instance View. ACML 2014
c165Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Large Margin Distribution Learning. ANNPR 2014: 1-11
c164Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQing Da, Yang Yu, Zhi-Hua Zhou: Napping for functional representation of policy. AAMAS 2014: 189-196
c163Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChi-Min Huang, Josh Jia-Ching Ying, Vincent S. Tseng, Zhi-Hua Zhou: Location semantics prediction for living analytics by mining smartphone data. DSAA 2014: 527-533
c162Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiu-Shen Wei, Jianxin Wu, Zhi-Hua Zhou: Scalable Multi-instance Learning. ICDM 2014: 1037-1042
c161Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTianshi Chen, Qi Guo, Ke Tang, Olivier Temam, Zhiwei Xu, Zhi-Hua Zhou, Yunji Chen: ArchRanker: A ranking approach to design space exploration. ISCA 2014: 85-96
c160Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTeng Zhang, Zhi-Hua Zhou: Large margin distribution machine. KDD 2014: 313-322
c159Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou: Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering. KDD 2014: 1047-1056
c158Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJiawei Zhang, Philip S. Yu, Zhi-Hua Zhou: Meta-path based multi-network collective link prediction. KDD 2014: 1286-1295
c157Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Rong Jin, Zhi-Hua Zhou: Top Rank Optimization in Linear Time. NIPS 2014: 1502-1510
c156Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Yaochu Jin, Zhi-Hua Zhou: On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments. PPSN 2014: 302-311
e14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Wei Wang, Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu: 2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 2014 .IEEE Computer Society 2014, ISBN 978-1-4799-4274-9
e13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao: Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I .Lecture Notes in Computer Science 8443, Springer 2014, ISBN 978-3-319-06607-3
e12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLVincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao: Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II .Lecture Notes in Computer Science 8444, Springer 2014, ISBN 978-3-319-06604-2
e11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWen-Chih Peng, Haixun Wang, James Bailey, Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen: Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers .Lecture Notes in Computer Science 8643, Springer 2014, ISBN 978-3-319-13185-6
i19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: Dropout Rademacher Complexity of Deep Neural Networks. CoRR abs/1402.3811 (2014)
i18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWang-Zhou Dai, Zhi-Hua Zhou: Inductive Logic Boosting. CoRR abs/1402.6077 (2014)
i17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Rong Jin, Zhi-Hua Zhou: Top Rank Optimization in Linear Time. CoRR abs/1410.1462 (2014)
i16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMiao Xu, Rong Jin, Zhi-Hua Zhou: CUR Algorithm for Partially Observed Matrices. CoRR abs/1411.0860 (2014)
2013
j115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: On the consistency of multi-label learning. Artif. Intell. 199-200: 22-44 (2013)
j114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: On the doubt about margin explanation of boosting. Artif. Intell. 203: 1-18 (2013)
j113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: An analysis on recombination in multi-objective evolutionary optimization. Artif. Intell. 204: 99-119 (2013)
j112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Exploiting unlabeled data to enhance ensemble diversity. Data Min. Knowl. Discov. 26(1): 98-129 (2013)
j111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLeting Wu, Xintao Wu, Aidong Lu, Zhi-Hua Zhou: A spectral approach to detecting subtle anomalies in graphs. J. Intell. Inf. Syst. 41(2): 313-337 (2013)
j110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Ivor W. Tsang, James T. Kwok, Zhi-Hua Zhou: Convex and scalable weakly labeled SVMs. Journal of Machine Learning Research 14(1): 2151-2188 (2013)
j109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShaowei Wang, Zhi-Hua Zhou, Mengyao Ge, Chonggang Wang: Resource Allocation for Heterogeneous Cognitive Radio Networks with Imperfect Spectrum Sensing. IEEE Journal on Selected Areas in Communications 31(3): 464-475 (2013)
j108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Wee Sun Lee, Steven C. H. Hoi, Wray L. Buntine, Hiroshi Motoda: Introduction: special issue of selected papers of ACML 2012. Machine Learning 92(2-3): 221-223 (2013)
j107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Ivor W. Tsang, Zhi-Hua Zhou: Efficient Optimization of Performance Measures by Classifier Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 35(6): 1370-1382 (2013)
j106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Chao Yin, Zhi-Hua Zhou: Facial Age Estimation by Learning from Label Distributions. IEEE Trans. Pattern Anal. Mach. Intell. 35(10): 2401-2412 (2013)
j105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFengyi Song, Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou: A literature survey on robust and efficient eye localization in real-life scenarios. Pattern Recognition 46(12): 3157-3173 (2013)
j104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian-Sheng Wu, Zhi-Hua Zhou: Sequence-Based Prediction of microRNA-Binding Residues in Proteins Using Cost-Sensitive Laplacian Support Vector Machines. IEEE/ACM Trans. Comput. Biology Bioinform. 10(3): 752-759 (2013)
j103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTianshi Chen, Yunji Chen, Qi Guo, Zhi-Hua Zhou, Ling Li, Zhiwei Xu: Effective and efficient microprocessor design space exploration using unlabeled design configurations. ACM TIST 5(1): 20:1-20:18 (2013)
j102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRong Jin, Tianbao Yang, Mehrdad Mahdavi, Yu-Feng Li, Zhi-Hua Zhou: Improved Bounds for the Nyström Method With Application to Kernel Classification. IEEE Trans. Information Theory 59(10): 6939-6949 (2013)
j101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiangnan Kong, Michael K. Ng, Zhi-Hua Zhou: Transductive Multilabel Learning via Label Set Propagation. IEEE Trans. Knowl. Data Eng. 25(3): 704-719 (2013)
c155Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMiao Xu, Yu-Feng Li, Zhi-Hua Zhou: Multi-Label Learning with PRO Loss. AAAI 2013
c154Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: Co-Training with Insufficient Views. ACML 2013: 467-482
c153Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ying Liu, Qian-Qian Li, Zhi-Hua Zhou: Learning Imbalanced Multi-class Data with Optimal Dichotomy Weights. ICDM 2013: 478-487
c152Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Zhi-Hua Zhou: Active Query Driven by Uncertainty and Diversity for Incremental Multi-label Learning. ICDM 2013: 1079-1084
c151Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou: One-Pass AUC Optimization. ICML (3) 2013: 906-914
c150Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Exploiting Label Relationship in Multi-Label Learning. UDM@IJCAI 2013: 1
c149Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: Uniform Convergence, Stability and Learnability for Ranking Problems. IJCAI 2013: 1337-1343
c148Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCam-Tu Nguyen, De-Chuan Zhan, Zhi-Hua Zhou: Multi-Modal Image Annotation with Multi-Instance Multi-Label LDA. IJCAI 2013: 1558-1564
c147Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShu-Jun Yang, Yuan Jiang, Zhi-Hua Zhou: Multi-Instance Multi-Label Learning with Weak Label. IJCAI 2013: 1862-1868
c146Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Xin Yao, Zhi-Hua Zhou: On the Approximation Ability of Evolutionary Optimization with Application to Minimum Set Cover: Extended Abstract. IJCAI 2013: 3190-3194
c145Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Zhi-Hua Zhou: Selective Ensemble of Classifier Chains. MCS 2013: 146-156
c144Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMiao Xu, Rong Jin, Zhi-Hua Zhou: Speedup Matrix Completion with Side Information: Application to Multi-Label Learning. NIPS 2013: 2301-2309
c143Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Chen, Daqing Zhang, Zhi-Hua Zhou, Nan Li, Tülin Atmaca, Shijian Li: B-Planner: Night bus route planning using large-scale taxi GPS traces. PerCom 2013: 225-233
c142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQing Da, Yang Yu, Zhi-Hua Zhou: Self-Practice Imitation Learning from Weak Policy. PSL 2013: 9-20
e10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChangyin Sun, Fang Fang, Zhi-Hua Zhou, Wankou Yang, Zhiyong Liu: Intelligence Science and Big Data Engineering - 4th International Conference, IScIDE 2013, Beijing, China, July 31 - August 2, 2013, Revised Selected Papers .Lecture Notes in Computer Science 8261, Springer 2013, ISBN 978-3-642-42056-6
e9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Fabio Roli, Josef Kittler: Multiple Classifier Systems, 11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings .Lecture Notes in Computer Science 7872, Springer 2013, ISBN 978-3-642-38066-2
e8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBenoit Huet, Chong-Wah Ngo, Jinhui Tang, Zhi-Hua Zhou, Alexander G. Hauptmann, Shuicheng Yan: Advances in Multimedia Information Processing - PCM 2013 - 14th Pacific-Rim Conference on Multimedia, Nanjing, China, December 13-16, 2013. Proceedings .Lecture Notes in Computer Science 8294, Springer 2013, ISBN 978-3-319-03730-1
e7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Friedhelm Schwenker: Partially Supervised Learning - Second IAPR International Workshop, PSL 2013, Nanjing, China, May 13-14, 2013 Revised Selected Papers .Lecture Notes in Computer Science 8183, Springer 2013, ISBN 978-3-642-40704-8
i15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Ivor W. Tsang, James T. Kwok, Zhi-Hua Zhou: Convex and Scalable Weakly Labeled SVMs .CoRR abs/1303.1271 (2013)
i14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Rong Jin, Shenghuo Zhu, Zhi-Hua Zhou: One-Pass AUC Optimization .CoRR abs/1305.1363 (2013)
i13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Zhi-Hua Zhou: Fast Multi-Instance Multi-Label Learning. CoRR abs/1310.2049 (2013)
i12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTeng Zhang, Zhi-Hua Zhou: Large Margin Distribution Machine. CoRR abs/1311.0989 (2013)
i11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: Analyzing Evolutionary Optimization in Noisy Environments. CoRR abs/1311.4987 (2013)
2012
j100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang, Yu-Feng Li: Multi-instance multi-label learning. Artif. Intell. 176(1): 2291-2320 (2012)
j99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Xin Yao, Zhi-Hua Zhou: On the approximation ability of evolutionary optimization with application to minimum set cover. Artif. Intell. 180-181: 20-33 (2012)
j98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Hongyu Zhang, Rongxin Wu, Zhi-Hua Zhou: Sample-based software defect prediction with active and semi-supervised learning. Autom. Softw. Eng. 19(2): 201-230 (2012)
j97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLei Yuan, Alexander Woodard, Shuiwang Ji, Yuan Jiang, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye: Learning Sparse Representations for Fruit-Fly Gene Expression Pattern Image Annotation and Retrieval. BMC Bioinformatics 13: 107 (2012)
j96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLeting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi-Hua Zhou: Examining spectral space of complex networks with positive and negative links. IJSNM 1(1): 91-111 (2012)
j95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGrigorios Tsoumakas, Min-Ling Zhang, Zhi-Hua Zhou: Introduction to the special issue on learning from multi-label data. Machine Learning 88(1-2): 1-4 (2012)
j94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChangyou Chen, Junping Zhang, Xuefang He, Zhi-Hua Zhou: Non-Parametric Kernel Learning with robust pairwise constraints. Int. J. Machine Learning & Cybernetics 3(2): 83-96 (2012)
j93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYing-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. 9(1): 98-112 (2012)
j92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSteven C. H. Hoi, Rong Jin, Jinhui Tang, Zhi-Hua Zhou: Introduction to the Special Section on Distance Metric Learning in Intelligent Systems. ACM TIST 3(3): 52:1-52:2 (2012)
j91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou: Isolation-Based Anomaly Detection. TKDD 6(1): 3:1-3:39 (2012)
j90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYunyun Wang, Songcan Chen, Zhi-Hua Zhou: New Semi-Supervised Classification Method Based on Modified Cluster Assumption. IEEE Trans. Neural Netw. Learning Syst. 23(5): 689-702 (2012)
c141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Zhi-Hua Zhou: Multi-Label Learning by Exploiting Label Correlations Locally. AAAI 2012
c140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Ju-Hua Hu, Yuan Jiang, Zhi-Hua Zhou: Towards Discovering What Patterns Trigger What Labels. AAAI 2012
c139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQuannan Li, Xinggang Wang, Wei Wang, Yuan Jiang, Zhi-Hua Zhou, Zhuowen Tu: Disagreement-Based Multi-system Tracking. ACCV Workshops (2) 2012: 320-334
c138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLBo Wang, Jiayan Jiang, Wei Wang, Zhi-Hua Zhou, Zhuowen Tu: Unsupervised metric fusion by cross diffusion. CVPR 2012: 2997-3004
c137Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Exploitation of label relationship in multi-label learning. GrC 2012: 19
c136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShaowei Wang, Zhi-Hua Zhou, Mengyao Ge, Chonggang Wang: Resource allocation for heterogeneous multiuser OFDM-based cognitive radio networks with imperfect spectrum sensing. INFOCOM 2012: 2264-2272
c135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Yang Yu, Zhi-Hua Zhou: Multi-label hypothesis reuse. KDD 2012: 525-533
c134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin-Shun Xu, Yuan Jiang, Xiangyang Xue, Zhi-Hua Zhou: Semi-supervised multi-instance multi-label learning for video annotation task. ACM Multimedia 2012: 737-740
c133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTianbao Yang, Yu-Feng Li, Mehrdad Mahdavi, Rong Jin, Zhi-Hua Zhou: Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison. NIPS 2012: 485-493
c132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLT. Ryan Hoens, Qi Qian, Nitesh V. Chawla, Zhi-Hua Zhou: Building Decision Trees for the Multi-class Imbalance Problem. PAKDD (1) 2012: 122-134
c131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Yang Yu, Zhi-Hua Zhou: Diversity Regularized Ensemble Pruning. ECML/PKDD (1) 2012: 330-345
c130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: On Algorithm-Dependent Boundary Case Identification for Problem Classes. PPSN (1) 2012: 62-71
c129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGuoqing Liu, Jianxin Wu, Zhi-Hua Zhou: Key Instance Detection in Multi-Instance Learning. ACML 2012: 253-268
e6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanning Zhang, Zhi-Hua Zhou, Changshui Zhang, Ying Li: Intelligent Science and Intelligent Data Engineering - Second Sino-foreign-interchange Workshop, IScIDE 2011, Xi'an, China, October 23-25, 2011, Revised Selected Papers .Lecture Notes in Computer Science 7202, Springer 2012, ISBN 978-3-642-31918-1
i10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: On the consistency of AUC Optimization .CoRR abs/1208.0645 (2012)
2011
j89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShaowei Wang, Fangjiang Huang, Zhi-Hua Zhou: Fast Power Allocation Algorithm for Cognitive Radio Networks. IEEE Communications Letters 15(8): 845-847 (2011)
j88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Ming Li, Zhi-Hua Zhou: Software Defect Detection with Rocus. J. Comput. Sci. Technol. 26(2): 328-342 (2011)
j87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiwei 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 12: 1835-1863 (2011)
j86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian 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 44(10-11): 2242-2243 (2011)
j85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: A conversation with Professor Zhi-Hua Zhou. SIGKDD Explorations 13(2): 101 (2011)
j84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJun Du, Charles X. Ling, Zhi-Hua Zhou: When Does Cotraining Work in Real Data? IEEE Trans. Knowl. Data Eng. 23(5): 788-799 (2011)
j83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJunping Zhang, Qi Wang, Li He, Zhi-Hua Zhou: Quantitative Analysis of Nonlinear Embedding. IEEE Trans. Neural Networks 22(12): 1987-1998 (2011)
j82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang: Face Image Modeling by Multilinear Subspace Analysis With Missing Values. IEEE Trans. Systems, Man, and Cybernetics, Part B 41(3): 881-892 (2011)
j81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: CoTrade: Confident Co-Training With Data Editing. IEEE Trans. Systems, Man, and Cybernetics, Part B 41(6): 1612-1626 (2011)
c128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Zhi-Hua Zhou: Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection. AAAI 2011
c127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou: Localized K-Flats. AAAI 2011
c126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: Collisions are helpful for computing unique input-output sequences. GECCO (Companion) 2011: 265-266
c125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChao Qian, Yang Yu, Zhi-Hua Zhou: An analysis on recombination in multi-objective evolutionary optimization. GECCO 2011: 2051-2058
c124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaqing Zhang, Nan Li, Zhi-Hua Zhou, Chao Chen, Lin Sun, Shijian Li: iBAT: detecting anomalous taxi trajectories from GPS traces. UbiComp 2011: 99-108
c123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYong Ge, Hui Xiong, Chuanren Liu, Zhi-Hua Zhou: A Taxi Driving Fraud Detection System. ICDM 2011: 181-190
c122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWang-Zhou Dai, Yang Yu, Zhi-Hua Zhou: Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process. ICDM Workshops 2011: 689-696
c121no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Zhi-Hua Zhou: Towards Making Unlabeled Data Never Hurt. ICML 2011: 1081-1088
c120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou: Local and Structural Consistency for Multi-Manifold Clustering. IJCAI 2011: 1559-1564
c119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Yu-Feng Li, Zhi-Hua Zhou: Diversity Regularized Machine. IJCAI 2011: 1603-1608
c118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQi 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: 1671-1677
c117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLeting Wu, Xiaowei Ying, Xintao Wu, Zhi-Hua Zhou: Line Orthogonality in Adjacency Eigenspace with Application to Community Partition. IJCAI 2011: 2349-2354
c116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Cost-Sensitive Learning. MDAI 2011: 17-18
c115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin-Shun Xu, Xiangyang Xue, Zhi-Hua Zhou: Ensemble multi-instance multi-label learning approach for video annotation task. ACM Multimedia 2011: 1153-1156
c114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin-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: 1377-1380
c113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLeting Wu, Xiaowei Ying, Xintao Wu, Aidong Lu, Zhi-Hua Zhou: Spectral Analysis of k-Balanced Signed Graphs. PAKDD (2) 2011: 1-12
c112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ying Liu, Zhi-Hua Zhou: Towards Cost-Sensitive Learning for Real-World Applications. PAKDD Workshops 2011: 494-505
c111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Unlabeled Data and Multiple Views. PSL 2011: 1-7
c110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: On the Consistency of Multi-Label Learning. COLT 2011: 341-358
i9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Chao Qian, Zhi-Hua Zhou: Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem .CoRR abs/1111.0907 (2011)
2010
j80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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. 174(18): 1570 (2010)
j79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Wei Wang, Zhi-Hua Zhou: Exploiting remote learners in Internet environment with agents. SCIENCE CHINA Information Sciences 53(1): 64-76 (2010)
j78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Xu-Ying Liu: On Multi-Class Cost-Sensitive Learning. Computational Intelligence 26(3): 232-257 (2010)
j77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLQiang Yang, Zhi-Hua Zhou, Wenji Mao, Wei Li, Nathan Nan Liu: Social Learning. IEEE Intelligent Systems 25(4): 9-11 (2010)
j76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTu Bao Ho, Zhi-Hua Zhou, Hiroshi Motoda: Editorial. Intell. Data Anal. 14(4): 437-438 (2010)
j75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Hang Li: Preface. J. Comput. Sci. Technol. 25(4): 651-652 (2010)
j74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ming Li: Semi-supervised learning by disagreement. Knowl. Inf. Syst. 24(3): 415-439 (2010)
j73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Zhi-Hua Zhou: A framework for modeling positive class expansion with single snapshot. Knowl. Inf. Syst. 25(2): 211-227 (2010)
j72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYin Zhang, Rong Jin, Zhi-Hua Zhou: Understanding bag-of-words model: a statistical framework. Int. J. Machine Learning & Cybernetics 1(1-4): 43-52 (2010)
j71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYin Zhang, Zhi-Hua Zhou: Cost-Sensitive Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1758-1769 (2010)
j70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYin Zhang, Zhi-Hua Zhou: Multilabel dimensionality reduction via dependence maximization. TKDD 4(3): 14:1-14:21 (2010)
j69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanwei Fu, Yanwen Guo, Yanshu Zhu, Feng Liu, Chuanming Song, Zhi-Hua Zhou: Multi-View Video Summarization. IEEE Trans. Multimedia 12(7): 717-729 (2010)
j68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan: Generalized low-rank approximations of matrices revisited. IEEE Trans. Neural Networks 21(4): 621-632 (2010)
c109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Kate Smith-Miles, Zhi-Hua Zhou: Facial Age Estimation by Learning from Label Distributions. AAAI 2010
c108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, James T. Kwok, Zhi-Hua Zhou: Cost-Sensitive Semi-Supervised Support Vector Machine. AAAI 2010
c107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou: Multi-Instance Dimensionality Reduction. AAAI 2010
c106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Yin Sun, Yin Zhang, Zhi-Hua Zhou: Multi-Label Learning with Weak Label. AAAI 2010
c105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: Approximation Stability and Boosting. ALT 2010: 59-73
c104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYong Ge, Hui Xiong, Zhi-Hua Zhou, Hasan Timucin Ozdemir, Jannite Yu, Kuo Chu Lee: Top-Eye: top-k evolving trajectory outlier detection. CIKM 2010: 1733-1736
c103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Exploiting Unlabeled Data to Enhance Ensemble Diversity. ICDM 2010: 619-628
c102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: A New Analysis of Co-Training. ICML 2010: 1135-1142
c101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ying Liu, Zhi-Hua Zhou: Learning with cost intervals. KDD 2010: 403-412
c100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Nan Li: Multi-information Ensemble Diversity. MCS 2010: 134-144
c99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSheng-Jun Huang, Rong Jin, Zhi-Hua Zhou: Active Learning by Querying Informative and Representative Examples. NIPS 2010: 892-900
c98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: Multi-View Active Learning in the Non-Realizable Case. NIPS 2010: 2388-2396
c97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou: On Detecting Clustered Anomalies Using SCiForest. ECML/PKDD (2) 2010: 274-290
c96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Chao Qian, Zhi-Hua Zhou: Towards Analyzing Recombination Operators in Evolutionary Search. PPSN (1) 2010: 144-153
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYong Wang, Yuan Jiang, Yi Wu, Zhi-Hua Zhou: Multi-manifold Clustering. PRICAI 2010: 280-291
i8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Zhi-Hua Zhou: S4VM: Safe Semi-Supervised Support Vector Machine .CoRR abs/1005.1545 (2010)
i7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: Multi-View Active Learning in the Non-Realizable Case .CoRR abs/1005.5581 (2010)
i6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Gao, Zhi-Hua Zhou: The kth, Median and Average Margin Bounds for AdaBoost .CoRR abs/1009.3613 (2010)
i5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Xin Yao, Zhi-Hua Zhou: Evolutionary Algorithms as Guaranteed Approximation Optimizers .CoRR abs/1011.4028 (2010)
i4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Ivor W. Tsang, Zhi-Hua Zhou: Efficiently Learning Nonlinear Classifiers for Domain Specific Performance Measures .CoRR abs/1012.0930 (2010)
2009
j67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Multi-instance clustering with applications to multi-instance prediction. Appl. Intell. 31(1): 47-68 (2009)
j66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShuiwang 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)
j65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTu Bao Ho, Zhi-Hua Zhou, Hiroshi Motoda: Preface. Int. J. Software and Informatics 3(1): 1-2 (2009)
j64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Hang Li, Zhi-Hua Zhou: Semi-supervised document retrieval. Inf. Process. Manage. 45(3): 341-355 (2009)
j63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Hang Li, Qiang Yang: Editorial: special issue on selected papers of PAKDD 2007. Knowl. Inf. Syst. 19(2): 131-132 (2009)
j62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Ming Li, Zhi-Hua Zhou: Mining extremely small data sets with application to software reuse. Softw., Pract. Exper. 39(4): 423-440 (2009)
j61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Jun Liu: Face recognition under occlusions and variant expressions with partial similarity. IEEE Trans. Information Forensics and Security 4(2): 217-230 (2009)
j60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-Bing Xue, Zhi-Hua Zhou: Distributional Features for Text Categorization. IEEE Trans. Knowl. Data Eng. 21(3): 428-442 (2009)
j59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYanwen Guo, Feng Liu, Jian Shi, Zhi-Hua Zhou, Michael Gleicher: Image Retargeting Using Mesh Parametrization. IEEE Trans. Multimedia 11(5): 856-867 (2009)
j58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou: Exploratory Undersampling for Class-Imbalance Learning. IEEE Trans. Systems, Man, and Cybernetics, Part B 39(2): 539-550 (2009)
c94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: A Framework for Machine Learning with Ambiguous Objects. AMT 2009: 6
c93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: A Framework for Machine Learning with Ambiguous Objects. Brain Informatics 2009: 6
c92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRong Jin, Shijun Wang, Zhi-Hua Zhou: Learning a distance metric from multi-instance multi-label data. CVPR 2009: 896-902
c91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang Tan, Fengyi Song, Zhi-Hua Zhou, Songcan Chen: Enhanced Pictorial Structures for precise eye localization under incontrolled conditions. CVPR 2009: 1621-1628
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Yang Yu, Zhi-Hua Zhou: Semi-naive Exploitation of One-Dependence Estimators. ICDM 2009: 278-287
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLi-Ping Liu, Yuan Jiang, Zhi-Hua Zhou: Least Square Incremental Linear Discriminant Analysis. ICDM 2009: 298-306
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, James T. Kwok, Zhi-Hua Zhou: Semi-supervised learning using label mean. ICML 2009: 633-640
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDe-Chuan Zhan, Ming Li, Yu-Feng Li, Zhi-Hua Zhou: Learning instance specific distances using metric propagation. ICML 2009: 1225-1232
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yu-Yin Sun, Yu-Feng Li: Multi-instance learning by treating instances as non-I.I.D. samples. ICML 2009: 1249-1256
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Xiao-Bing Xue, Zhi-Hua Zhou: Exploiting Multi-Modal Interactions: A Unified Framework. IJCAI 2009: 1120-1125
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYin Zhang, Zhi-Hua Zhou: Non-Metric Label Propagation. IJCAI 2009: 1357-1362
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYing-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
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShuiwang 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
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNan Li, Zhi-Hua Zhou: Selective Ensemble under Regularization Framework. MCS 2009: 293-303
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: When Semi-supervised Learning Meets Ensemble Learning. MCS 2009: 529-538
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Kate Smith-Miles, Zhi-Hua Zhou, Liang Wang: Face image modeling by multilinear subspace analysis with missing values. ACM Multimedia 2009: 629-632
c78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Michael K. Ng, Qiao-Qiao She, Yuan Jiang: Budget Semi-supervised Learning. PAKDD 2009: 588-595
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharles X. Ling, Jun Du, Zhi-Hua Zhou: When does Co-training Work in Real Data?. PAKDD 2009: 596-603
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-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
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-Feng Li, Ivor W. Tsang, James Tin-Yau Kwok, Zhi-Hua Zhou: Tighter and Convex Maximum Margin Clustering. AISTATS 2009: 344-351
e5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Takashi Washio: Advances in Machine Learning, First Asian Conference on Machine Learning, ACML 2009, Nanjing, China, November 2-4, 2009. Proceedings .Lecture Notes in Computer Science 5828, Springer 2009, ISBN 978-3-642-05223-1
r3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Ensemble Learning. Encyclopedia of Biometrics 2009: 270-273
r2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Boosting. Encyclopedia of Database Systems 2009: 260-263
r1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Ensemble. Encyclopedia of Database Systems 2009: 988-991
i3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Classifier Ensemble with Unlabeled Data .CoRR abs/0909.3593 (2009)
2008
j57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Zhi-Hua Zhou: A new approach to estimating the expected first hitting time of evolutionary algorithms. Artif. Intell. 172(15): 1809-1832 (2008)
j56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Tony Liu, Kai Ming Ting, Yang Yu, Zhi-Hua Zhou: Spectrum of Variable-Random Trees. J. Artif. Intell. Res. (JAIR) 32: 355-384 (2008)
j55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXindong 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)
j54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin 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)
j53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang 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)
j52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Zhi-Hua Zhou, Kate Smith-Miles: Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions. IEEE Trans. Neural Networks 19(8): 1354-1368 (2008)
j51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang: Improving Web search using image snippets. ACM Trans. Internet Techn. 8(4): 21:1-21:28 (2008)
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou, Qiang Yang: Constraint Projections for Ensemble Learning. AAAI 2008: 758-763
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYin Zhang, Zhi-Hua Zhou: Multi-Label Dimensionality Reduction via Dependence Maximization. AAAI 2008: 1503-1505
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Zhi-Hua Zhou: On the usefulness of infeasible solutions in evolutionary search: A theoretical study. IEEE Congress on Evolutionary Computation 2008: 835-840
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLiwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua Zhou, Jufu Feng: On the Margin Explanation of Boosting Algorithms. COLT 2008: 479-490
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYin Zhang, Zhi-Hua Zhou: Cost-sensitive face recognition. CVPR 2008
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Semi-supervised Learning by Disagreement. GrC 2008: 93
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou: Isolation Forest. ICDM 2008: 413-422
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLLi-Ping Liu, Yang Yu, Yuan Jiang, Zhi-Hua Zhou: TEFE: A Time-Efficient Approach to Feature Extraction. ICDM 2008: 423-432
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning. ICDM 2008: 688-697
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: On multi-view active learning and the combination with semi-supervised learning. ICML 2008: 1152-1159
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Kate Smith-Miles, Zhi-Hua Zhou: Facial age estimation by nonlinear aging pattern subspace. ACM Multimedia 2008: 721-724
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou: Mining Bulletin Board Systems Using Community Generation. PAKDD 2008: 209-221
c62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Zhi-Hua Zhou: A Framework for Modeling Positive Class Expansion with Single Snapshot. PAKDD 2008: 429-440
e4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou: Applications of Data Mining in E-Business and Finance .Frontiers in Artificial Intelligence and Applications 177, IOS Press 2008, ISBN 978-1-58603-890-8
e3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTu 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 .Lecture Notes in Computer Science 5351, Springer 2008, ISBN 978-3-540-89196-3
i2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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)
i1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Min-Ling Zhang, Sheng-Jun Huang, Yu-Feng Li: MIML: A Framework for Learning with Ambiguous Objects .CoRR abs/0808.3231 (2008)
2007
j50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRuqian 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)
j49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Entropy-Inspired Competitive Clustering Algorithms. Int. J. Software and Informatics 1(1): 67-84 (2007)
j48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang 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)
j47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Min-Ling Zhang: Solving multi-instance problems with classifier ensemble based on constructive clustering. Knowl. Inf. Syst. 11(2): 155-170 (2007)
j46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin 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)
j45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: ML-KNN: A lazy learning approach to multi-label learning. Pattern Recognition 40(7): 2038-2048 (2007)
j44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ming Li: Semisupervised Regression with Cotraining-Style Algorithms. IEEE Trans. Knowl. Data Eng. 19(11): 1479-1493 (2007)
j43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Zhi-Hua Zhou: Improve Computer-Aided Diagnosis With Machine Learning Techniques Using Undiagnosed Samples. IEEE Trans. Systems, Man, and Cybernetics, Part A 37(6): 1088-1098 (2007)
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Multi-Label Learning by Instance Differentiation. AAAI 2007: 669-674
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, De-Chuan Zhan, Qiang Yang: Semi-Supervised Learning with Very Few Labeled Training Examples. AAAI 2007: 675-680
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Mining Ambiguous Data with Multi-instance Multi-label Representation. ADMA 2007: 1
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan: Single Image Subspace for Face Recognition. AMFG 2007: 205-219
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-Lin Li, Zhi-Hua Zhou: Structure Learning of Probabilistic Relational Models from Incomplete Relational Data. ECML 2007: 214-225
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Wang, Zhi-Hua Zhou: Analyzing Co-training Style Algorithms. ECML 2007: 454-465
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Zhi-Hua Zhou, Kai Ming Ting: Cocktail Ensemble for Regression. ICDM 2007: 721-726
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Jun-Ming Xu: On the relation between multi-instance learning and semi-supervised learning. ICML 2007: 1167-1174
c53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Hong-Bin Dai: Exploiting Image Contents in Web Search. IJCAI 2007: 2922-2927
c52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou: Applications of Data Mining in E-Business Finance: Introduction. DMBiz@PAKDD 2007: 1-9
c51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Semi-Supervised Dimensionality Reduction. SDM 2007: 629-634
e2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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 .Lecture Notes in Computer Science 4426, Springer 2007, ISBN 978-3-540-71700-3
e1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTakashi 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 .Lecture Notes in Computer Science 4819, Springer 2007, ISBN 978-3-540-77016-9
2006
j42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Zhi-Hua Zhou: Image Region Selection and Ensemble for Face Recognition. J. Comput. Sci. Technol. 21(1): 116-125 (2006)
j41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Multi-Instance Learning from Supervised View. J. Comput. Sci. Technol. 21(5): 800-809 (2006)
j40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Wei Tang: Clusterer ensemble. Knowl.-Based Syst. 19(1): 77-83 (2006)
j39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArif 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)
j38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Adapting RBF Neural Networks to Multi-Instance Learning. Neural Processing Letters 23(1): 1-26 (2006)
j37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Learning the kernel parameters in kernel minimum distance classifier. Pattern Recognition 39(1): 133-135 (2006)
j36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Diagonal principal component analysis for face recognition. Pattern Recognition 39(1): 140-142 (2006)
j35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang 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)
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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)
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Multi-Label Neural Networks with Applications to Functional Genomics and Text Categorization. IEEE Trans. Knowl. Data Eng. 18(10): 1338-1351 (2006)
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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)
c50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Yu, Zhi-Hua Zhou: A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms. AAAI 2006: 555-560
c49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Xu-Ying Liu: On Multi-Class Cost-Sensitive Learning. AAAI 2006: 567-572
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang: Improve Web Search Using Image Snippets. AAAI 2006: 1431-1437
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang Tan, Songcan Chen, Jun Li, Zhi-Hua Zhou: Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion. CVPR (1) 2006: 138-145
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiao-Bing Xue, Zhi-Hua Zhou: Distributional Features for Text Categorization. ECML 2006: 497-508
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou: Exploratory Under-Sampling for Class-Imbalance Learning. ICDM 2006: 965-969
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ying Liu, Zhi-Hua Zhou: The Influence of Class Imbalance on Cost-Sensitive Learning: An Empirical Study. ICDM 2006: 970-974
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels. ICDM 2006: 1178-1182
c42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Hong-Bin Dai: Query-Sensitive Similarity Measure for Content-Based Image Retrieval. ICDM 2006: 1211-1215
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJunping Zhang, Li He, Zhi-Hua Zhou: Ensemble-Based Discriminant Manifold Learning for Face Recognition. ICNC (1) 2006: 29-38
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Zhi-Hua Zhou, Yu Zhang, Gang Li, Honghua Dai: Learning from facial aging patterns for automatic age estimation. ACM Multimedia 2006: 307-316
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Min-Ling Zhang: Multi-Instance Multi-Label Learning with Application to Scene Classification. NIPS 2006: 1609-1616
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Ming Li, Zhi-Hua Zhou: Generation of Comprehensible Hypotheses from Gene Expression Data. BioDM 2006: 116-123
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDe-Chuan Zhan, Zhi-Hua Zhou: Neighbor Line-Based Locally Linear Embedding. PAKDD 2006: 806-815
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Learning with Unlabeled Data and Its Application to Image Retrieval. PRICAI 2006: 5-10
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Zhi-Hua Zhou, Songcan Chen: Non-negative Matrix Factorization on Kernels. PRICAI 2006: 404-412
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, Zhi-Hua Zhou, Honghua Dai: Uncontrolled Face Recognition by Individual Stable Neural Network. PRICAI 2006: 553-562
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang 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
2005
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang 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)
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Kai Jiang, Ming Li: Multi-Instance Learning Based Web Mining. Appl. Intell. 22(2): 135-147 (2005)
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSongcan Chen, Lei Chen, Zhi-Hua Zhou: A unified SWSI-KAMs framework and performance evaluation on face recognition. Neurocomputing 68: 54-69 (2005)
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Zhi-Hua Zhou: (2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition. Neurocomputing 69(1-3): 224-231 (2005)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yang Yu: Adapt Bagging to Nearest Neighbor Classifiers. J. Comput. Sci. Technol. 20(1): 48-54 (2005)
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ming Li: Tri-Training: Exploiting Unlabeled Data Using Three Classifiers. IEEE Trans. Knowl. Data Eng. 17(11): 1529-1541 (2005)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang: Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft k-NN ensemble. IEEE Trans. Neural Networks 16(4): 875-886 (2005)
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yang Yu: Ensembling local learners ThroughMultimodal perturbation. IEEE Trans. Systems, Man, and Cybernetics, Part B 35(4): 725-735 (2005)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXin Geng, De-Chuan Zhan, Zhi-Hua Zhou: Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Trans. Systems, Man, and Cybernetics, Part B 35(6): 1098-1107 (2005)
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition. AMFG 2005: 350-363
c31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: A k-nearest neighbor based algorithm for multi-label classification. GrC 2005: 718-721
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYu-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
c28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ming Li: Semi-Supervised Regression with Co-Training. IJCAI 2005: 908-916
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNing 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
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang: Feature Selection for High Dimensional Face Image Using Self-organizing Maps. PAKDD 2005: 500-504
c25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMing Li, Zhi-Hua Zhou: SETRED: Self-training with Editing. PAKDD 2005: 611-621
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Jinjiang Ling, Gang Li, Honghua Dai, Zhi-Hua Zhou: Dependency Bagging. RSFDGrC (1) 2005: 491-500
2004
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ruqian Lu: Artificial intelligence in medicine in China. Artificial Intelligence in Medicine 32(1): 1-2 (2004)
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Rule Extraction: Using Neural Networks or for Neural Networks? J. Comput. Sci. Technol. 19(2): 249-253 (2004)
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Improve Multi-Instance Neural Networks through Feature Selection. Neural Processing Letters 19(1): 1-10 (2004)
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Zhi-Hua Zhou: SOM Ensemble-Based Image Segmentation. Neural Processing Letters 20(3): 171-178 (2004)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Xin Geng: Projection functions for eye detection. Pattern Recognition 37(5): 1049-1056 (2004)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSongcan Chen, Jun Liu, Zhi-Hua Zhou: Making FLDA applicable to face recognition with one sample per person. Pattern Recognition 37(7): 1553-1555 (2004)
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSongcan 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)
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yuan Jiang: NeC4.5: Neural Ensemble Based C4.5. IEEE Trans. Knowl. Data Eng. 16(6): 770-773 (2004)
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang 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
c22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Ke-Jia Chen, Yuan Jiang: Exploiting Unlabeled Data in Content-Based Image Retrieval. ECML 2004: 525-536
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMin-Ling Zhang, Zhi-Hua Zhou: Ensembles of Multi-Instance Neural Networks. Intelligent Information Processing 2004: 471-474
c20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaoqiang Zhang, Songcan Chen, Zhi-Hua Zhou: Fuzzy-Kernel Learning Vector Quantization. ISNN (1) 2004: 180-185
c19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Zhi-Hua Zhou: Editing Training Data for kNN Classifiers with Neural Network Ensemble. ISNN (1) 2004: 356-361
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJun Liu, Songcan Chen, Zhi-Hua Zhou: Progressive Principal Component Analysis. ISNN (1) 2004: 768-773
c17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaoyang 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
c16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHonghua Dai, Gang Li, Zhi-Hua Zhou: Ensembling MML Causal Discovery. PAKDD 2004: 260-271
c15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Dan Wei, Gang Li, Honghua Dai: On the Size of Training Set and the Benefit from Ensemble. PAKDD 2004: 298-307
c14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJunping Zhang, Huanxing Shen, Zhi-Hua Zhou: Unified Locally Linear Embedding and Linear Discriminant Analysis Algorithm (ULLELDA) for Face Recognition. SINOBIOMETRICS 2004: 296-304
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJunping Zhang, Li He, Zhi-Hua Zhou: Analyzing Magnification Factors and Principal Spread Directions in Manifold Learning. WSC 2004: 651-664
2003
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou: Three perspectives of data mining. Artif. Intell. 143(1): 139-146 (2003)
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yuan Jiang, Shifu Chen: Extracting symbolic rules from trained neural network ensembles. AI Commun. 16(1): 3-15 (2003)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Xue-Hua Shen: Virtual Creatures Controlled by Developmental and Evolutionary CPM Neural Networks. Intelligent Automation & Soft Computing 9(1): 23-30 (2003)
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Shifu Chen: Evolving Fault-Tolerant Neural Networks. Neural Computing and Applications 11(3-4): 156-160 (2003)
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianxin Wu, Zhi-Hua Zhou: Efficient face candidates selector for face detection. Pattern Recognition 36(5): 1175-1186 (2003)
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yuan Jiang: Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble. IEEE Trans. Information Technology in Biomedicine 7(1): 37-42 (2003)
c12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Min-Ling Zhang: Ensembles of Multi-instance Learners. ECML 2003: 492-502
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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
c10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Wei Tang: Selective Ensemble of Decision Trees. RSFDGrC 2003: 476-483
c9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan Jiang, Ke-Jia Chen, Zhi-Hua Zhou: SOM Based Image Segmentation. RSFDGrC 2003: 640-643
2002
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Jianxin Wu, Wei Tang: Ensembling neural networks: Many could be better than all. Artif. Intell. 137(1-2): 239-263 (2002)
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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)
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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)
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Zhaoqian Chen: Hybrid decision tree. Knowl.-Based Syst. 15(8): 515-528 (2002)
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJianxin Wu, Zhi-Hua Zhou: Face recognition with one training image per person. Pattern Recognition Letters 23(14): 1711-1719 (2002)
c8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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
2001
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-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)
c7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Jianxin Wu, Yuan Jiang, Shifu Chen: Genetic Algorithm based Selective Neural Network Ensemble. IJCAI 2001: 797-802
c6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXu-Ri Yin, Zhi-Hua Zhou, Ning Li, Shifu Chen: An Approach for Data Filtering Based on Rough Set Theory. WAIM 2001: 367-376
2000
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Yuan Jiang, Shifu Chen: A general neural framework for classification rule mining. Int. J. Comput. Syst. Signal 1(2): 154-168 (2000)
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: FANNC: A Fast Adaptive Neural Network Classifier. Knowl. Inf. Syst. 2(1): 115-129 (2000)
c5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFu Jie Huang, Tsuhan Chen, Zhi-Hua Zhou, Hong-Jiang Zhang: Pose Invariant Face Recognition. FG 2000: 245-250
c4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJia-Zhou He, Zhi-Hua Zhou, Xu-Ri Yin, Shifu Chen: Using Neural Networks for Fault Diagnosis. IJCNN (5) 2000: 217-220
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: A Statistics Based Approach for Extracting Priority Rules from Trained Neural Networks. IJCNN (3) 2000: 401-406
1999
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: FANRE: A Fast Adaptive Neural Regression Estimator. Australian Joint Conference on Artificial Intelligence 1999: 48-59
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZhi-Hua Zhou, Shifu Chen, Zhaoqian Chen: Mining Typhoon Knowledge with Neural Networks. ICTAI 1999: 325-326

Coauthor Index

1Charu C. Aggarwal
Charu Aggarwal
[e20]
2Tülin Atmaca[c143]
3Ricardo A. Baeza-Yates[e22] [e21]
4James Bailey[e11]
5Francesco Bonchi[e22] [e21]
6Wray L. Buntine[j108]
7Tru Cao[j133] [e17] [e16] [e15]
8Mark James Carman[c191]
9Nitesh V. Chawla[c132]
10Arbee L. P. Chen[e13] [e12] [e11]
11Changyou Chen[j94]
12Chao Chen[j117] [c143] [c124]
13Huajun Chen[j141]
14Jiajun Chen[c186]
15Ke-Jia Chen[j32] [c22] [c11] [c9]
16Lei Chen 0011[j29]
17Shifu Chen[c29] [j13] [j11] [j7] [c8] [c7] [c6] [j2] [j1] [c4] [c3] [c2] [c1]
18Songcan Chen[c176] [j105] [j90] [j68] [j61] [c91] [j53] [c74] [j49] [c58] [c51] [j37] [j36] [j35] [c47] [c43] [c35] [c33] [j31] [j29] [j25] [c32] [c26] [j17] [j16] [c20] [c18] [c17]
19Tianshi Chen[j123] [c161] [j103] [c118]
20Tsuhan Chen[c5]
21Yunji Chen[j123] [c161] [j103] [c118]
22Zhaoqian Chen[j5] [j3] [j1] [c3] [c2] [c1]
23Jian Cheng[j86]
24Xueqi Cheng[j141]
25David Wai-Lok Cheung[e17] [e16] [e15]
26Zui Chu[c203]
27Qing Da[c171] [c164] [c142]
28Hong-Bin Dai[c53] [j32] [c42]
29Honghua Dai[c40] [c34] [c24] [c16] [c15]
30Wang-Zhou Dai[c208] [c183] [c174] [i18] [c122]
31Xinyu Dai
Xin-Yu Dai
[c186]
32Thomas G. Dietterich[c194] [i22]
33Rong Ding[j141]
34Yao-Xiang Ding[i28]
35Carlotta Domeniconi[e21]
36Josep Domingo-Ferrer[e22] [e21]
37Juan Du[c211]
38Jun Du[j84] [c77]
39Robert J. Durrant[j139]
40Jennifer G. Dy[j119]
41Ying Fan[c210]
42Fang Fang[e10]
43Ji Feng[c213] [i38]
44Jufu Feng[j87] [c71]
45Mário M. Freire[e1]
46Baochuan Fu[e19] [e18]
47Yanjie Fu[j131] [c159]
48Yanwei Fu[i39] [c207] [i36] [j69]
49Wei Gao[j137] [j136] [c205] [c201] [i31] [i27] [c182] [c177] [c170] [i19] [j115] [j114] [c151] [c149] [i14] [i10] [c110] [c105] [i6]
50Xinbo Gao[e19] [e18]
51Yang Gao 0001[c23]
52Mengyao Ge[j109] [c136]
53Yong Ge[j131] [c159] [c123] [c104]
54Xin Geng[j106] [j82] [c109] [c79] [j54] [j52] [c64] [j46] [j42] [c40] [c34] [j23] [j18]
55Arif Ghafoor[j39]
56Joydeep Ghosh[j55]
57Michael Gleicher[j59]
58Francesco Gullo[e21]
59Qi Guo[j123] [c161] [j103] [c118]
60Yanwen Guo[i39] [c207] [i36] [j69] [j59]
61Edwin R. Hancock[j86]
62David J. Hand[j55]
63Alexander G. Hauptmann[e8]
64Jia-Zhou He[c4]
65Jieyue He[e1]
66Li He[j83] [c41] [c13]
67Xiaofei He[e19] [e18]
68Xuefang He[j94]
69Tu Bao Ho[e13] [e12] [e11] [j76] [j65] [e3]
70Tu-Bao Ho[j133] [e17] [e16] [e15]
71T. Ryan Hoens[c132]
72Steven C. H. Hoi[j108] [j92]
73Geoff Holmes
Geoffrey Holmes
[j140] [j139]
74Chenping Hou[i34]
75Fuyuan Hu[e19] [e18]
76Juhua Hu
Ju-Hua Hu
[j125] [c140]
77Peng Hu[c203]
78Weiwu Hu[c118]
79Xiaohua Hu[e1]
80Chi-Min Huang[c163]
81Fangjiang Huang[j89]
82Fu Jie Huang[c5]
83Joshua Zhexue Huang[e14] [e1] [c23]
84Sheng-Jun Huang[c176] [j120] [j118] [c170] [c152] [i13] [j100] [c141] [c135] [c99] [i1]
85Shujian Huang[c186]
86Benoit Huet[e8]
87Xuan Huo[c196]
88Shuiwang Ji[j122] [j97] [j93] [j66] [c83] [c82]
89Jiayan Jiang[c138]
90Kai Jiang[j30]
91Shuqiang Jiang[j86]
92Yu Jiang[j124]
93Yuan Jiang[c210] [c189] [j125] [c180] [c173] [i24] [c169] [c166] [c147] [j97] [c140] [c139] [c134] [j88] [c127] [c120] [c114] [c95] [j62] [c89] [c78] [c67] [c38] [c31] [c24] [j19] [j15] [c22] [c19] [j13] [j9] [c9] [j7] [c8] [c7] [j2]
94Rong Jin[i40] [j137] [c202] [c200] [c198] [i30] [c184] [c181] [c179] [i25] [i23] [i21] [i20] [j120] [c157] [i17] [i16] [j102] [c151] [c144] [i14] [j92] [c133] [j72] [c99] [c92]
95Yaochu Jin[c156]
96Zhaoxiang Jing[j87]
97Wang-Cheng Kang[c206]
98Hung-Yu Kao[e13] [e12]
99Kee-Eung Kim[j139]
100Irwin King[j140]
101Josef Kittler[e9]
102Xiangnan Kong[j101]
103Ravi Kumar 0001[e14]
104Sudhir Kumar[j122] [j97] [j93] [j66] [c83] [c82]
105Vipin Kumar[j55]
106James T. Kwok
James Tin-Yau Kwok
[c204] [p1] [j110] [i15] [c108] [c88] [c76] [c75]
107Kuo Chu Lee[c104]
108Wee Sun Lee[j108]
109Michael S. Lew[j39]
110Gang Li[c40] [c24] [c16] [c15]
111Hang Li[j140] [j133] [j75] [j64] [j63] [e2]
112Jinyan Li[e1]
113Jun Li[c47]
114Kuan-Ching Li[e1]
115Ling Li[j123] [j103]
116Ming Li[c196] [j79]
117Ming Li 0005[j98] [j88] [j74] [j64] [j62] [c87] [c85] [c63] [j48] [j44] [j43] [c38] [j30] [j26] [c28] [c25]
118Nan Li[c194] [c173] [i22] [j117] [c157] [i17] [j107] [c145] [c143] [c131] [c124] [c100] [i4] [c90] [c81]
119Ning Li[c27] [c6]
120Qian-Qian Li[c153]
121Quannan Li[c139]
122Shao-Yuan Li[i24] [c169]
123Shijian Li[c143] [c124]
124Wei Li[j141] [j77]
125Wu-Jun Li[c206] [i26]
126Xiao-Lin Li 0001[c57]
127Xiaoli Li 0001[e15]
128Ying Li[e6]
129Ying-Xin Li[j93] [j66] [c83] [c82]
130Yu-Feng Li[c212] [c205] [c204] [c195] [j127] [j110] [j102] [c155] [i15] [j100] [c140] [c133] [c128] [c121] [c119] [c108] [i8] [c88] [c87] [c86] [c76] [c75] [i2] [i1]
131Zechao Li[j124]
132Ee-Peng Lim[c211] [c190] [e17] [e16] [e15]
133Hui Lin 0002[c29]
134Charles X. Ling[j84] [c77]
135Jinjiang Ling[c27] [c24]
136Bing Liu 0001[j55]
137Chuanren Liu[c123]
138Fei Tony Liu[j91] [c97] [j56] [c68]
139Feng Liu[j69] [j59]
140Guoqing Liu[c129]
141Jing Liu[j124] [c168]
142Jun Liu 0003[j68] [j61] [c58] [j17] [c18]
143Li-Ping Liu[c194] [i22] [c89] [c67]
144Nathan Nan Liu[j77]
145Tie-Yan Liu[j140]
146Xu-Ying Liu[c153] [c112] [j78] [c101] [j58] [j48] [j34] [c49] [c45] [c44]
147Zhiyong Liu[e19] [e18] [e10]
148Aidong Lu[j111] [j96] [c113]
149Hanqing Lu[j124]
150Ruqian Lu[j50] [j22]
151Mehrdad Mahdavi[j102] [c133]
152Wenji Mao[j77]
153Stephen R. Marsland
Stephen Marsland
[j139]
154Michael McCutchan[j122]
155Geoffrey J. McLachlan[j55]
156Jun Meng[e4] [c52]
157Yuan Miao[c180]
158Hiroshi Motoda[e17] [e16] [e15] [j108] [j76] [j65] [j55]
159Xin Mu[c211] [c190] [i33]
160Stephen Muggleton
Stephen H. Muggleton
[c174]
161Stuart J. Newfeld[j122]
162Angus F. M. Ng[j55]
163Michael K. Ng[j101] [c107] [c78]
164Chong-Wah Ngo[e8]
165Cam-Tu Nguyen[c168] [c148]
166Xin-Yi Niu[c201] [i31]
167Hasan Timucin Ozdemir[c104]
168Cheng Pan[j122]
169Ming Pang[i27]
170Jian Pei[e14]
171Liang Peng[c114]
172Wen-Chih Peng[e11]
173Yonghong Peng[e4] [c52]
174Dinh Q. Phung[j133]
175Chao Qian[c197] [c193] [c188] [i32] [j129] [j126] [c185] [c178] [c172] [c156] [j113] [i11] [c130] [c126] [c125] [i9] [c96]
176Depei Qian[j123]
177Qi Qian[c132]
178Yuting Qiang[i39] [c207] [i36]
179J. Ross Quinlan[j55]
180Fabio Roli[e9]
181Hongqiang Rong[c23]
182Friedhelm Schwenker[e7]
183Qiao-Qiao She[c78]
184Huanxing Shen[c14]
185Xue-Hua Shen[j12]
186Jian Shi[j59]
187Jing-Cheng Shi[c193]
188Xue-Min Si[c189]
189Leonid Sigal[i39] [c207] [i36]
190Kate Smith-Miles[j82] [c109] [c79] [j54] [j52] [c64] [j46]
191Carlos Soares[e4] [c52]
192Chuanming Song[j69]
193Fengyi Song[j105] [c91]
194Michael Steinbach[j55]
195Dan Steinberg[j55]
196Masashi Sugiyama[j140] [j139] [j87] [c71]
197Changyin Sun[e10]
198Lin Sun[c124]
199Yu-Yin Sun[c107] [c106] [c86] [i2]
200Xiaoyang Tan[j105] [j68] [j61] [c91] [c58] [j35] [c47] [j25] [c26] [c17]
201Jinhui Tang[e8] [j92]
202Ke Tang[c193] [c188] [c175] [c161]
203Wei Tang[j80] [j40] [c10] [j8] [j3]
204Min Tao[i27]
205Olivier Temam[j123] [c161]
206Kai Ming Ting[c209] [c199] [c191] [i33] [j91] [c97] [j56] [c68] [c55]
207Hannu Toivonen[e14]
208Ivor W. Tsang[j110] [j107] [i15] [i4] [c76] [c75]
209Vincent S. Tseng[c163] [e13] [e12] [e11]
210Grigorios Tsoumakas[j95]
211Zhuowen Tu[c139] [c138]
212Alexander Tuzhilin[e20]
213Bo Wang[c138]
214Chonggang Wang[j109] [c136]
215Haixun Wang[e11]
216Huaimin Wang[j141]
217Jianzong Wang[c190]
218Jinjun Wang[j86]
219Liang Wang 0001[j82] [c79]
220Liwei Wang[j87] [c71]
221Lu Wang[j137] [c205] [c192]
222Qi Wang[j83]
223Shao-Bo Wang[c195]
224Shaowei Wang[j109] [c136] [j89]
225Shijun Wang[c92]
226Wei Wang 0028[j128] [e14] [c154] [c139] [c138] [j79] [c102] [c98] [i7] [c65] [c56]
227Xiao-Dong Wang[c187]
228Xiaoliang Wang[c168]
229Xinggang Wang[c139]
230Yong Wang[c127] [c120] [c95]
231Yunyun Wang[j90]
232Takashi Washio[e5] [e4] [c52] [e1]
233Dan Wei[c15]
234Xiu-Shen Wei[j138] [j132] [c162]
235Alexander Woodard[j97]
236Jian-Sheng Wu[j118] [j104]
237Jianxin Wu[j138] [i37] [c166] [c162] [c129] [j80] [j58] [c45] [j10] [j8] [j4] [j3] [c7]
238Leting Wu[j111] [j96] [c117] [c113]
239Rongxin Wu[j98]
240Wen-jun Wu[j141]
241Xi-Zhu Wu[i29]
242Xindong Wu[e22] [e21] [e20] [e14] [j55]
243Xintao Wu[j125] [j111] [j96] [c117] [c113]
244Yi Wu 0003[c127] [c120] [c95]
245Jing Xiao[c190]
246Yichi Xiao[c198]
247Chao Xie[e1]
248Hui Xiong[j131] [e20] [c159] [c123] [c104]
249Jun-Ming Xu[c54]
250Lei Xu[p1]
251Miao Xu[c179] [i16] [c155] [c144]
252Xin-Shun Xu[c134] [c115] [c114]
253Zhiwei Xu[c161] [j103] [c118]
254Xiangyang Xue[c134] [c115] [c114]
255Xiao-Bing Xue[j60] [c85] [j51] [c48] [c46] [c31]
256Shuicheng Yan[e8]
257Cheng Yang[j87] [c71]
258Qiang Yang 0001[j77] [j63] [j55] [c74] [c60] [e2]
259Shu-Jun Yang[c147]
260Tianbao Yang[i40] [c202] [c200] [c198] [i30] [c184] [c181] [i25] [i23] [i21] [i20] [j102] [c133]
261Wankou Yang[e10]
262Yang Yang[c210]
263Yu-Bin Yang[c29] [j7]
264Xin Yao[c146] [j99] [i5]
265Zijun Yao[j131] [c159]
266Han-Jia Ye[c189] [c180]
267Jieping Ye[j122] [j97] [j93] [j66] [c83] [c82]
268Yukun Ye[c29]
269Jinfeng Yi[c202] [i30]
270Chao Yin[j106]
271Xu-Ri Yin[c8] [c6] [c4]
272Jia-Ching Ying
Josh Jia-Ching Ying
[c163]
273Xiaowei Ying[j96] [c117] [c113]
274Jannite Yu[c104]
275Philip S. Yu[c158] [j55]
276Xiao Yu[i39]
277Yang Yu[c197] [c193] [i32] [j129] [j126] [c185] [c178] [c172] [c171] [c164] [c156] [j113] [c146] [c142] [i11] [j99] [c135] [c131] [c130] [c126] [c125] [c122] [c119] [i9] [j73] [c96] [i5] [c90] [j57] [j56] [c72] [c67] [c62] [j48] [c55] [c50] [j27] [j24]
278Lei Yuan[j122] [j97] [c82]
279Han-Wen Zha[c212]
280De-Chuan Zhan[c210] [c203] [c189] [j125] [c180] [c148] [c87] [j48] [c60] [c37] [j23]
281Changshui Zhang[j121] [e6]
282Chen-Lin Zhang[i37]
283Daoqiang Zhang[j53] [c74] [j49] [c51] [j37] [j36] [c43] [c35] [c33] [j31] [j28] [c32] [j16] [c20]
284Daqing Zhang[j117] [c143] [c124]
285Fuyan Zhang[j35] [j25] [c26] [c17]
286HongJiang Zhang
Hong-Jiang Zhang
[c5]
287Hongyu Zhang[j98]
288Jianbing Zhang[c186]
289Jiawei Zhang[c158]
290Junping Zhang[j94] [j83] [c41] [c14] [c13]
291Lijun Zhang 0005[i40] [c202] [c200] [c198] [i30] [c184] [c181] [i25] [i23] [i21] [i20]
292Min-Ling Zhang[r5] [j116] [j112] [j100] [j95] [j81] [c103] [j67] [i3] [c66] [i1] [j47] [j45] [c61] [j38] [j33] [c39] [c30] [j20] [c21] [c12] [c11]
293Teng Zhang[i35] [c160] [i12]
294Wei-Jia Zhang[c167]
295Yanning Zhang[e19] [e18] [j121] [e6]
296Yin Zhang[j72] [j71] [j70] [c106] [c84] [c73] [c70]
297Yu Zhang[c40]
298Zhancheng Zhang[e19] [e18]
299Zhongfei Zhang
Zhongfei (Mark) Zhang
[j51] [c63] [j39] [c48]
300Shen-Yi Zhao[i26]
301Yu Zheng[j131] [c159]
302Jinhong Zhong[c175]
303Guo-Bing Zhou[i37]
304Huajie Zhou[c27]
305Yu-Hang Zhou[j130]
306Feida Zhu[c211] [c190]
307Shenghuo Zhu[j137] [c151] [i14]
308Yanshu Zhu[j69]
309Ye Zhu[c191]
310Yue Zhu[c209] [c199] [c191] [c182] [c166]
311Deqing Zou[e1]

 

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