Publication Cover
Cybernetics and Systems
An International Journal
Volume 34, 2003 - Issue 3
23
Views
9
CrossRef citations to date
0
Altmetric
Original Articles

A NEW METHOD TO GENERATE FUZZY RULES FROM TRAINING INSTANCES FOR HANDLING CLASSIFICATION PROBLEMS

&
Pages 217-232 | Published online: 30 Nov 2010

References

  • Castro , J. L. , Castro-Schez , J. J. and Zurita , J. M. 1999 . Learning maximal structure rules in fuzzy logic for knowledge acquisition in expert systems . Fuzzy Sets and Systems , 101 ( 2 ) : 331 – 342 .
  • Chang, C. H., and S. M. Chen. 2000. A new method to generate fuzzy rules from numerical data based on the exclusion of attribute terms. In Proceedings of the 2000 International Computer Symposium: Workshop on Artificial Intelligence, pp. 57-64, Chiayi Taiwan, Republic of China.
  • Chen , S. M. and Lin , S. Y. 2000 . A new method for constructing fuzzy decision trees and generating fuzzy classification rules from training examples . Cybernetics and Systems , 31 ( 7 ) : 763 – 785 .
  • Chen , S. M. and Yeh , M. S. 1998 . Generating fuzzy rules from relational database systems for estimating null values . Cybernetics and Systems , 29 ( 6 ) : 363 – 376 .
  • Chen, S. M., S. H. Lee, and C. H. Lee. 1999. Generating fuzzy rules from numerical data for handling fuzzy classification problems. In Proceedings of the 1999 National Computer Symposium, Vol. 2, pp. 336-343, Taipei, Taiwan, Republic of China.
  • Chen, Y. C., and S. M. Chen. 2000. A new method to generate fuzzy rules for fuzzy classification systems. In Proceedings of the 2000 Eighth National Conference on Fuzzy Theory and Its Applications, Taipei, Taiwan, Republic of China.
  • Fisher , R . 1936 . The use of multiple measurements in taxonomic problems . Annals of Eugenics , 7 : 179 – 188 .
  • Hong , T. P. and Chen , J. B. 1999 . Finding relevant attributes and membership functions . Fuzzy Sets and Systems , 103 ( 1 ) : 389 – 404 .
  • Hong , T. P. and Chen , J. B. 2000 . Process individual fuzzy attributes for fuzzy rule induction . Fuzzy Sets and Systems , 112 ( 1 ) : 127 – 140 .
  • Hong , T. P. and Lee , C. Y. 1996 . Induction of fuzzy rules and membership functions from training example . Fuzzy Sets and Systems , 84 ( 10 ) : 33 – 47 .
  • Hong , T. P. and Lee , C. Y. 1999 . Effect of merging order on performance of fuzzy induction . Intelligent Data Analysis , 3 ( 2 ) : 139 – 151 .
  • Kao, C. M., and S. M. Chen. 2000. A new method to generate fuzzy rules from training data containing noise for handling classification problems. In Proceedings of the Fifth Conference on Artificial Intelligence and Applications, pp. 324-332, Taipei, Taiwan, Republic of China.
  • Klir , G. J. and Yuan , B. 1995 . Fuzzy sets and fuzzy logic theory and applications , Englewood Cliffs, NJ : Prentice Hall .
  • Lin, H. L., and S. M. Chen. 2000. Generating weighted fuzzy rules from training data for handling fuzzy classification problems. In Proceedings of the 2000 International Computer Symposium: Workshop on Artificial Intelligence, pp. 11-18, Chiayi Taiwan, Republic of China.
  • Wang , C. H. , Liu , J. F. , Hong , T. P. and Tseng , S. S. 1999 . A fuzzy inductive strategy for modular rules . Fuzzy Sets and Systems , 103 ( 1 ) : 91 – 105 .
  • Wu , T. P. and Chen , S. M. 1999 . A new method for constructing membership functions and fuzzy rules from training examples . IEEE Transactions on Systems Man and Cybernetics-Part B , 29 ( 1 ) : 25 – 40 .
  • Zadeh , L. A . 1965 . Fuzzy sets . Information and Control , 8 : 338 – 353 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.