Parallel algorithm for mining fuzzy association rules

Proceedings - 2003 International Conference on Cyberworlds, CW 2003

Volumn , Issue , 2003, Pages 288-293

  Xu, Baowen ^a,b   Lu, Jianjiang ^a,b,c   Zhang, Yingzhou ^a,b   Xu, Lei ^a,b   Chen, Huowang ^d   Yang, Hongji ^e  

^a SOUTHEAST UNIVERSITY   (China)

^b Jiangsu Institute of Software Quality   (China)

^c PLA UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^d NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

^e DE MONTFORT UNIVERSITY   (United Kingdom)

Author keywords

Data mining; Fuzzy association rules; Fuzzy clustering; Parallel

Indexed keywords

ASSOCIATION RULES; CLUSTERING ALGORITHMS; COPYING; DATA MINING; FUZZY CLUSTERING; FUZZY RULES; FUZZY SETS; PARALLEL ALGORITHMS;

BOOLEAN ASSOCIATION RULES; FUZZY ASSOCIATION RULE; FUZZY ATTRIBUTES; FUZZY C-MEANS ALGORITHMS; PARALLEL; PARALLEL MINING ALGORITHMS; PARTITION BOUNDARY; QUANTITATIVE ATTRIBUTES;

ALGORITHMS;

EID: 84900582778     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CYBER.2003.1253467     Document Type: Conference Paper

References (19)

1. R. Agrawal, T. Imieliski, and A. Swami, "Mining association rules between sets of items in large databases", Proceedings of ACM SIGMOD Conference on Management of Data, Washington, DC, 1993, pp.207-216.
2. R. Agrawal, R. Srikant, "Fast algorithms for mining association rules", Proceedings of the 1994 International Conference on Very Large Databases, Santiago, Chile, 1994, pp.487-499.
3. J.S. Park, M.S. Chen, and P.S. Yu, "An effective hash-based algorithm for mining association rules", Proceedings of the 1995 ACM-SIGMOD International Conference on Management of Data, San Jose, CA, 1995, pp.175-186.
4. R. Agrawal, J. C. Shafer, "Parallel mining of association rules: design, implementation and experience", Special Issue on Data Mining, IEEE Transactions on Knowledge and Data Engineering, 1996,8(6), pp.962-969.
5. E. H. Han, G. Karypis, V. Kumar, "Scalable parallel data mining for association rules", Proc. ACM Conf. Management of Data, ACM Press, New York, 1997, pp. 277-288.
6. R. Srikant, R. Agrawal, "Mining quantitative association rules in large relational tables", Proceedings of the ACM -SIGMOD Conference on Management of Data, Montreal, Canada, 1996, pp.1-12.
7. M.K. Chan, F. Ada, and H.W. Man, "Mining fuzzy association rules in database", Proceedings of the ACM Sixth International Conference on Information and Knowledge Management, Las Vegas, Neveda, 1997, pp.10-14.
8. Lu Jianjiang, Song Zilin, Qian Zouping, "Mining linguistic valued association rules", Journal of Software, 2001,12(4), pp.607-611 (in Chinese).
9. Zou Xiaofeng, Lu Jianjiang, Song Zilin, "Mining linguistic valued association rules", Journal of System Simulation, 2002,14(9), pp.1130-1132 (in Chinese).
10. R.J. Hathaway, J.W. Davenport, and J.C. Bezdek, "Relational dual of the c-means algorithms", Pattern Recognition, 1989,22(2), pp.205-212.
11. H. Lamehamedi, A. D. Bensaid, and E-G. Kebbal, "Adaptive programming: Application to a semi-supervised point prototype clustering algorithm", International Conference on Parallel and Distributed Processing Techniques, Las Vegas, Nevada, USA, 1999, pp. 2753-2759.
12. D.W.L. Cheng, J. Han, V.T. Ng, "Maintenance of discovered association rules in large databases: An incremental update technique", Proc. of the 12th ICDE. New Orleans, Louisiana, 1996, pp.106-114.
13. D.W.L. Cheng, S.D.Lee, B. Kao, "A general incremental technique for maintaining discovered association rules", Proc. of the Fifth International Conference on Database Systems for Advanced Applications. Melbourne, Australia, 1997, pp.185-194.
14. S. Thomas, S. Bodagala, K. Alsabti, et al, "An efficient algorithm for the incremental updation of association rules in large databases", Proc. KDD'97. Newport Beach, California, USA, 1997, pp.263-266.
15. Cai C H, Fu Ada W C, Cheng C H. et al, "Mining association rules with weighted items", Proc of IEEE International Database Engineering and Applications Symposium. Cardiff, Wales, U.K., 1998, pp. 68-77.
16. Lu Jianjiang, "Research on algorithms of mining association rules with weighted items", Journal of Computer Research and Development, 2002,39(10), pp.1281-1286 (in Chinese).
17. B. Liu, W. Hsu, Y. Ma, "Integrating classification and association rule mining", Proceedings of the International Conference on Knowledge Discovery and Data Mining. New York, 1998, pp.80-86.
18. W.H. Au, K.C.C. Chan, "Classification with degree of membership: A fuzzy approach", Proc. of the 1st IEEE Int'l Conf. on Data Mining. San Jose, CA, 2001, pp.35-42.
19. Zou Xiaofeng, Lu Jianjiang, Song Zilin, "Classification system based on fuzzy class association rules", Journal of Computer Research and Development, 2003, 40(5), pp.651-656.