Genetic Algorithm Optimization of Membership Functions for Mining Fuzzy Association Rules

Proceedings of the Joint Conference on Information Sciences

Volumn 5, Issue 1, 2000, Pages 131-134

  Wang, Wengdong ^a   Bridges, Susan M ^a  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY ASSOCIATION RULES; FUZZY CLASSIFICATION SYSTEMS;

COMPUTER SIMULATION; CONTROL SYSTEMS; CORRELATION METHODS; DATA STRUCTURES; FUZZY CONTROL; FUZZY SETS; GENETIC ALGORITHMS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; PROBABILITY; RANDOM PROCESSES;

TELECOMMUNICATION TRAFFIC;

EID: 1642404668     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. th international conference on very large databases held in Santiago, Chile, Sept. 12-15, 1994, 487-99. San Francisco, CA: Morgan Kaufmann.
2. Chen, J. 1998. Derivation of membership functions for fuzzy variables using genetic algorithms. M.S. Thesis, Mississippi State University.
3. Herrera, F., and J.L.Verdegay. 1997. Genetic algorithms and soft computing. http://decsai.ugr.es/~herrera/pub-int.html (Accessed 1 August 1999).
4. Kuok, C., A. Fu, and M. Wong. 1998. Mining fuzzy association rules in databases. SIGMOD Record 17(1): 41-6. (Downloaded from http://www.acm.org/sigs/sigmod/record/issues/9803 on 1 March 1999).
5. th USENIX security symposium, 1998. (Downloaded from http://www.cs.columbia.edu/~sal/recent-papers.html on 10 March 1999.)
6. Lee, W., S. Stolfo, and Mok. 1999. A data mining framework for building intrusion detection models. (Downloaded from http://www.cs.columbia.edu/~sal/recent-paper.html on 10 March 1999).
7. Luo, J. 1999. Integraing fuzzy logic with data mining methods for intrusion detection. M.S. Thesis, Mississippi State University.
8. Nawa, N. E., F. Takeshi, T. Hashiyama, and Y. Uchikawa. 1998. A study on the discovery of relevant fuzzy rules using pseudo-bacterial genetic algorithm. http://www.bioele.nuee.nagoya-u.ac.jp/~eiji/papers/transIE99/ (Accessed 29 July 1999).
9. Okamura, M., H. Kikuchi, R. R. Yager, and S. Nakanishi. 1998. Character diagnosis of fuzzy system by genetic algorithm and fuzzy inference. http://www.ep.utokai.ac.jp/~masakazu/vietnam/vpaper.htm (Accessed 30 July 1999).
10. Orchard, R. 1995. FuzzyCLIPS version 6.04 user's guide. Knowledge System Laboratory, National Research Council Canada.
11. Porras, P., and A. Valdes. 1998. Live traffic analysis of TCP/IP gateways. In Proceedings of the 1998 ISOC symposium on network and distributed systems security held in March, 1998. (downloaded from http://www2.csl.sri.com/emerald/downloads.html on 1 March 1999.)
12. Tang, K. S., K. F. Man, Z. F. Liu, and S. Kwong. 1998. Minimal fuzzy memberships and rules using hierarchical genetic algorithms. IEEE Transactions on Industrial Electronics 45 (1): 162-69.