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2008
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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
)
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