Publication

2008¶

• Carlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou, eds. Applications of Data Mining in E-Business and Finance. Revised Selected Papers of PAKDD'07 Workshop on Data Mining for Business, Amsterdam, The Netherlands: IOS Press, 2008.

• Tu Bao Ho, Zhi-Hua Zhou, eds. PRICAI 2008: Trends in Artificial Intelligence (Lecture Notes in Artificial Intelligence 5351). Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence (PRICAI'08), Berlin: Springer, 2008.

• Carlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou. Applications of data mining in e-business and finance: Introduction. In: Soares C, Peng Y, Meng J, Washio T, Zhou Z-H, eds. Applications of Data Mining in E-Business and Finance, Amsterdam, The Netherlands: IOS Press, 2008, 1-9.

• Yang Yu, Zhi-Hua Zhou. A new approach to estimating the expected first hitting time of evolutionary algorithms. Artificial Intelligence, 2008, 172(15): 1809-1832.

• Fei Tony Liu, Kai Ming Ting, Yang Yu, Zhi-Hua Zhou. Spectrum of variable-random trees. Journal of Artificial Intelligence Research, 2008, 32: 355-384.

• Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang. Improving web search using image snippets. ACM Transactions on Internet Technology, 2008, 8(4): Article 21.

• Xin Geng, Zhi-Hua Zhou, Kate Smith-Miles. Individual stable space: An approach to face recognition under uncontrolled conditions. IEEE Transactions on Neural Networks, 2008, 19(8): 1354-1368.

• Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou. Constraint score: A new filter method for feature selection with pairwise constraints. Pattern Recognition, 2008, 41(5): 1440-1451.

• Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg. Top 10 algorithms in data mining. Knowledge and Information Systems, 2008, 14(1): 1-37.

• Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou, Qiang Yang. Constraint projections for ensemble learning. In: Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI'08), Chicago, IL, 2008, 758-763.

• Yin Zhang, Zhi-Hua Zhou. Multi-label dimensionality reduction via dependence maximization. In: Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI'08), Chicago, IL, 2008, 1503-1505.

• Wei Wang, Zhi-Hua Zhou. On multi-view active learning and the combination with semi-supervised learning. In: Proceedings of the 25th International Conference on Machine Learning (ICML'08), Helsinki, Finland, 2008, 1152-1159.

• Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua Zhou, Jufu Feng. On the margin explanation of boosting algorithm. In: Proceedings of the 21st Annual Conference on Learning Theory (COLT'08), Helsinki, Finland, 2008, 479-490.

• Yin Zhang, Zhi-Hua Zhou. Cost-sensitive face recognition. In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'08), Anchorage, AK, 2008.

• Xin Geng, Kate Smith-Miles, Zhi-Hua Zhou. Facial age estimation by nonlinear aging pattern subspace. In: Proceedings of the 16th ACM International Conference on Multimedia (ACM Multimedia'08), Vancouver, Canada, 2008, 721-724.

• A. B. Goldburg, M. Li, and X. Zhu. On manifold regularization: A new learning setting and empirical study. In: Procceedings of the 19th European Conference on Machine Learning (ECML'08), LNAI 5211, Antwerp, Belgium, 2008, pp. 393-407.
• Min-Ling Zhang, Zhi-Hua Zhou. M3MIML: A maximum margin method for multi-instance multi-label learning. In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM'08), Pisa, Italy, 2008, 688-697.

• Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou. Isolation forest. In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM'08), Pisa, Italy, 2008, 413-422. ( This paper won the IEEE ICDM'08 Theoretical/Algorithms Runner-Up Best Paper Award)

• Li-Ping Liu, Yang Yu, Yuan Jiang, Zhi-Hua Zhou. TEFE: A time-efficient approach to feature extraction. In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM'08), Pisa, Italy, 2008, 423-432.

• Yang Yu, Zhi-Hua Zhou. A framework for modeling positive class expansion with single snapshot. In: Proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'08), Osaka, Japan, LNAI 5012, Washio T, Suzuki E, Ting K M, Inokuchi A, eds. Berlin: Springer, 2008, 429-440. ( This paper won the PAKDD'08 Best Paper Award)

• Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou. Mining bulletin board systems using community generation. In: Proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'08), Osaka, Japan, LNAI 5012, Washio T, Suzuki E, Ting K M, Inokuchi A, eds. Berlin: Springer, 2008, 209-221.

• Zhi-Hua Zhou. Semi-supervised learning by disagreement. In: Proceedings of the 4th IEEE International Conference on Granular Computing (GrC'08), Hangzhou, China, 2008, 93. Invited Talk at GrC'08

• 周志华. 半监督学习专刊前言. 软件学报, 2008, 19(11): 2789-2790.

• 李小琳,周志华. 一种从不完备关系数据中学习PRM的方法. 软件学报, 2008, 19(1): 73-81.

• 张宇,周志华. 基于集成的年龄估计方法. 自动化学报, 2008, 34(8): 997-1000.

• 姜远,佘俏俏,黎铭,周志华. 一种直推式多标记文档分类方法. 计算机研究与发展, 2008, 45(11): 1817-1823

• 黎铭,周志华. 基于多核集成的在线半监督学习方法. 计算机研究与发展, 2008, 45(12): 2060-2068. (计算机研究与发展创刊五十周年特刊特邀论文)

• 周志华. 新时期研究生课程教学的实践与探索. 计算机教育, 2008, 11月, 第20期, 87-89. ( 获2008英特尔杯全国计算机教育优秀论文评比优秀奖)