Turbo-charging Vertical Mining of Large Databases

SIGMOD 2000 - Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data

Volumn , Issue , 2000, Pages 22-33

  Shenoy, Pradeep ^a   Bhalotia, Gaurav ^a   Haritsa, Jayant R ^b   Bawa, Mayank ^b   Sudarshan, S ^c   Shah, Devavrat ^c  

^a INDIAN INSTITUTE OF SCIENCE   (India)

^b LUCENT TECHNOLOGIES   (United States)

^c INDIAN INSTITUTE OF TECHNOLOGY BOMBAY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DIGITAL STORAGE;

DATABASE CONTENTS; DATABASE SCHEMAS; DATABASE SIZE; LARGE DATABASE; MARKET BASKET; MINING ALGORITHMS; PERFORMANCE; RULE MINING ALGORITHMS; TURBO CHARGING; VERTICAL MININGS;

DATABASE SYSTEMS;

EID: 85134775135     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/342009.335376     Document Type: Conference Paper

References (11)

1. R. Agrawal, T. Imielinski, and A. Swamy. Mining association rules between sets of items in large databases In Proc. of ACM SIGMOD Intl. Conf. on Management of Data, May 1993.
2. R. Agrawal and R. Srikant. Fast algorithms for mining association rules. In Proc. of 20th Intl. Conf. Very Large Databases (VLDB), September 1994.
3. B. Dunkel and N. Soparkar. Data organization and access for efficient data mining. In Proc. of 15th Intl Conf. on Data Engineering (ICDE), 1999.
4. G. Gardarin, P. Pucheral, and F. Wu. Bitmap based algorithms for mining association rules. Technical report 1998-18, University of Versailles, 1998. (http://www.prism.uvsq.fr/rapports/1998/document_1998_18.psgz)
5. S.W. Golomb. Run-length encoding. IEEE Trans. on Information Theory, 12(3), July 1966.
6. M. Holsheimer, M. Kersten, H. Mannila, and H. Toivonen. A perspective on databases and data mining. In Proc. of 1st Intl. Conf. on Knowledge Discovery and Data Mining (KDD), August 1995.
7. A. Savasere, E. Omiecinski, and S. Navathe. An ef ficient algorithm for mining association rules in large databases. In Proc. of 21st Intl. Conf. on Very Large Databases (VLDB), 1995.
8. P. Shenoy, J. Haritsa, S. Sudarshan, M. Bawa, G. Bhalotia, and D. Shah. Turbo-charging vertical mining of large databases. Technical Report TR-2000-02, DSL, Indian Institute of Science, 2000. (http://dslserc.iisc.ernet.in/pub/TR/TR-2000-02.ps)
9. S-J. Yen and A.L.P. Chen. An efficient approach to discovering knowledge from large databases. In Proc. of 4th Intl. Conf. on Parallel and Distributed Information Systems (PDIS), 1996.
10. M. J. Zaki. Scalable Data Mining for Rules. PhD thesis, Dept. of Computer Science, University of Rochester July 1998.
11. M. J. Zaki, S. Parthasarathy, M. Ogihara, and W. Li. New algorithms for fast discovery of association rules In Proc. of 3rd Intl. Conf. on Knowledge Discovery and Data Mining (KDD), August 1997.