Parallel mining of association rules

IEEE Transactions on Knowledge and Data Engineering

Volumn 8, Issue 6, 1996, Pages 962-969

  Agrawal, Rakesh ^a,b   Shafer, John C ^b,c  

^a IEEE

^b IBM ALMADEN RESEARCH CENTER   (United States)

^c University of Wisconsin   (United States)

Author keywords

Association rules; Data mining; Parallel algorithms

Indexed keywords

CALCULATIONS; DATA STORAGE EQUIPMENT; DATABASE SYSTEMS; KNOWLEDGE BASED SYSTEMS; MULTIPROCESSING SYSTEMS; PARALLEL ALGORITHMS; PROBLEM SOLVING; SYNCHRONIZATION;

APRIORI ALGORITHM; ASSOCIATION RULES; DATA MINING; KNOWLEDGE DISCOVERY;

DATA ACQUISITION;

EID: 0030403087     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/69.553164     Document Type: Article

References (12)

1. R. Agrawal, T. Imielinski, and A. Swami, "Mining Association Rules Between Sets of Items in Large Databases," Proc. ACM SIGMOD Conf. Management of Data, pp. 207-216, Washington, D.C., May 1993.
2. R. Agrawal and J. Shafer, "Parallel Mining of Association Rules: Design, Implementation, and Experience," Research Report RJ 10004, IBM Almaden Research Center, San Jose, Calif., Feb. 1996. Available from http://www.almaden.ibm.com/cs/guest.
3. R. Agrawal and R. Srikant, "Fast Algorithms for Mining Association Rules," Proc. 20th Int'l Conf. Very Large Databases, Santiago, Chile, Sept. 1994.
4. "MPI: A Message-Passing Interface Standard," Message Passing Interface Forum, May 1994.
5. J. Han and Y. Fu, "Discovery of Multiple-Level Association Rules from Large Databases," Proc. 21st Int'l Conf. Very Large Databases, Zurich, Sept. 1995.
6. M. Houtsma and A. Swami, "Set-Oriented Mining of Association Rules," Proc. Int'l Conf. Data Engineering, Taipei, Taiwan, Mar. 1995.
7. Scalable POWERparallel Systems, Int'l Business Machines, GA23-2475-02 edition, Feb. 1995.
8. H. Mannila, H. Toivonen, and A.I. Verkamo, "Efficient Algorithms for Discovering Association Rules," Proc. KDD '94: AAAI Workshop Knowledge Discovery in Databases, pp. 181-192, Seattle, July 1994.
9. J.S. Park, M.-S. Chen, and P.S. Yu, "An Effective Hash Based Algorithm for Mining Association Rules," Proc. ACM SIGMOD Conf. Management of Data, San Jose, Calif., May 1995.
10. J.S. Park, M.-S. Chen, and P.S. Yu, "Efficient Parallel Data Mining for Association Rules," Proc. Fourth Int'l Conf. Information and Knowledge Management, Baltimore, Nov. 1995.
11. A. Savasere, E. Omiecinski, and S. Navathe, "An Efficient Algorithm for Mining Association Rules in Large Databases," Proc. VLDB Conf. Zurich, Sept. 1995.
12. R. Srikant and R. Agrawal, "Mining Generalized Association Rules," Proc. 21st Int'l Conf. Very Large Databases, Zurich, Sept. 1995.