CMPSC 595I
Papers on Data Mining
List of Papers :
- M.-S. Chen, J. Han, and P.S. Yu, `` Data Mining: An
Overview from Database Perspective'', IEEE Transactions
on Knowledge and Data Engineering, 1997.
- J. Han, K. Koperski, and N. Stefanovic, `` GeoMiner: A
System Prototype for Spatial Data Mining'', proc. 1997
ACM-SIGMOD Int'l Conf. on Management of Data(SIGMOD'97), Tucson,
Arizona, May1997(System prototype demonstration).
- R. Agrawal, A. Arning, T. Bollinger, M. Mehta, J. Shafer, R. Srikant:
"The Quest Data Mining System",
Proc. of the 2nd Int'l Conference on Knowledge Discovery in
Databases and Data Mining, Portland, Oregon, August, 1996.
- R. Srikant, R. Agrawal:
"Mining Quantitative Association Rules in Large Relational Tables",
to appear in Proc. of the ACM SIGMOD Conference on Management of
Data, Montreal, Canada, June 1996.
- Heikki Mannila:
A tutorial on data mining
ICDT 1997.
- Hannu Toivonen:
"Sampling Large Databases for Association Rules"
VLDB 1996.
- Pei-Lei Tu, Jen-Yao Chung
"Building Intelligent decision-tree algorithm for Classification
Problems"
- A. Arning, R. Agrawal, P. Raghavan
"A Linear Method for Deviation Detection in Large Databases"
Proc. of the 2nd Int'l Conference on Knowledge Discovery in Databases
and Data Mining, Portland, Oregon, August, 1996.
- D.W. Cheung, S.D. Lee, B. Kao
"A General Incremental Technique for Updating Discovered Association
Rules" Proc. International Conference
On Database Systems For Advanced Applications (DASFAA-97),
Melbourne, Australia, April, 1997
- S. Nestorov , S. Abiteboul , R. Motwani
"Inferring Structure in Semistructured Data" Workshop on
Management of Semistructured Data(In conjunction with PODS/SIGMOD),
Tucson, Arizona, May, 1997
- Miron Livny, Raghu Ramakrishnan, Kevin Beyer, Guangshun Chen, Donko
Donjerkovic, Shilpa Lawande, Jussi Myllymaki, and Kent Wenger.
``DEVise:
Integrated Querying and Visual Exploration of Large Datasets.''
Proceedings of ACM SIGMOD, May, 1997.
Updated May 7, 1997 by El Abbadi