Yunhai  Tong

Associate Professor

State Key Laboratory of Machine Perception
School of Electronics Engineering and Computer Science, Peking University, China

Office:

Room 2320, Science Building II, Peking  University, Beijing, 100871

Tel/Fax:

+86-10-6275-6920

Email:

Short Biography

Yunhai Tong received his B.Sc. and M.S. in Computer Science from Petroleum University of China, in 1993 and 1996 respectively, and the Ph.D. degrees in Computer Science, from Peking University, in 2002.

He is currently an Associate Professor of  Department of Machine Intelligence and the State Key Laboratory on Machine Perception (School of Electronics Engineering and Computer Science) at Peking University, China


Research

My current research interests mainly include data warehousing, online analytical processing and data  mining .

Ongoing Projects: 

Finished Projects:


Selected Publications

  • Hongding Wang, Yunhai Tong, Shaohua Tan, Shiwei Tang, Dongqing Yang, Guohui Sun,  An Adaptive Approach of Schemas Classification for Data Warehouse Modeling, Journal of Computer Science and Technology, Vol.22, No.2, pp.252-260, March, 2007.

  • Yunhai Tong, Guohun Sun, Peng Zhang, Shiwei Tang,  Privacy- Preserving OLAP Based on Output Perturbation across Multiple Sites ,Proceedings of the Fourth International Conference on Privacy, Security and Trust, October, 2006.  

  • Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang, Xiuli Ma, An Effective Method for Privacy Preserving Association Rule Mining (in Chinese), Journal of Software, Vol.17, No.8, pp.1764-1774, 2006.8

  • Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang, KD3 scheme for privacy preserving data mining Proc. of the 5th IEEE International. Conf. on Intelligence and Security Informatics pp. 659-661 ,2006

  • Yuhong Guo, Yunhai Tong, Shiwei Tang, Dongqing Yang,  A FP-tree-based Method for Inverse Frequent Set Mining , The 23th British National Conference on Databases(BNCOD'06), pp.152-163, July, 2006.

  • Hongding Wang, Shiwei Tang, Yunhai Tong, Dongqing Yang, An Approach for Identifying Attribute Correspondences in Multilingual Schemas , Proceeding of ACM SIGAPP SAC 2006(ACM SIGAPP SAC 2006), pp.1674-1674, April, 2006.

  • Peng Zhang,Yunhai Tong,Shiwei Tang, Dongqing Yang, Randomization and Reconstruction for Privacy Classification. Proceeding of the International Conference on Intelligent Computation, Aug. 2005, pp.1556-1565

  • Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang, Xiuli Ma,  Solution to the Public Administration System , Poster Proceedings of TED Conference on e-Government(TCGOV 2005), pp.140-147, March, 2005.

  • Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang,  Mining Association Rules from Distorted Data for Privacy Preservation , Ninth International Conference on Knowledge-Based Intelligent Information & Engineering Systems(KES2005), pp.1345-1351, September, 2005. 

  • Xiuli Ma, Yunhai Tong, Shiwei Tang, Dongqing Yang,  Efficient Incremental Maintenance of Frequent Patterns with FP-tree , Journal of Computer Science and Technology, Vol.19, No.6, pp.876-884, Novermber, 2004.

  • Bo Yu, Yunhai Tong, Hongding Wang, Peng Zhang, Shiwei Tang, Dongqing Yang,  IECS: An Integrated E-Community System for Management, Decision and Service , 23rd International Conference on Conceptual Modeling with ER 2004(ER2004-COMWIM2004), pp.542-542, Novermber, 2004.

  • Peng Zhang, Yunhai Tong, Shiwei Tang, Dongqing Yang,  Privacy Preserving Naive Bayes Classification , International Conference on Advanced Data Mining and  Applications(ADMA2005), pp.744-752, July, 2005. 

  • Hongding Wang, Yunhai Tong, Shaohua Tan, Shiwei Tang, Dongqing Yang,  CLIR-based Method for Attribute Correspondences Identification in Schema Integration, Proceeding of 2nd International Workshop on Text-based Information Retrieval(TIR-05), pp.57-57, September, 2005.


Teaching

Courses taught in the current and future semesters

Courses taught before


Resource

ACM SIGIR , ACM SIGKDD ACM SIGMOD, KDnuggets, Kernel Machines, TREC


Last Modified: Aug. 10, 2007