Yıl: 2003 Cilt: 8 Sayı: 1-3 Sayfa Aralığı: 253 - 262 Metin Dili: İngilizce İndeks Tarihi: 29-07-2022

Rule- based fuzzy classification using query processing

Öz:
This paper describes the derivation of fuzzy classification rules based on c-means fuzzy clustering algorithm as results that are induced of fuzzy clusters. Each fuzzy cluster is associated with a fuzzy classification rule in which fuzzy sets are obtained by projecting the cluster to one-dimensional domains. In order to provide a unique assignment of data to a defined class it is suggested to use the fuzzy query processing executed on the base of induced linguistic fuzzy classification rules. This approach has been applied to fuzzy classification of population where fast and efficient assignment as well as the rank of a data in the same class is supplied.
Anahtar Kelime:

Konular: Matematik
Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • 1. F.Klawonn and R. Kruse, Derivation of Fuzzy Classification Rules from Multidimensional Data, The International Institute for Advanced Studies in System Research and Cybernetics, Windsor, Ontario, 90-94, 1995
  • 2. F. Hoppner, F. Klawonn, R. Kruse and T. Runkler, Fuzzy Cluster Analysis, Chichester, New York, John Wiley, 1999
  • 3. J. C Bezdek, Fuzzy Mathematics in Pattern Classification, Ph. D. Thesis, Applied Math. Center, Cornell University, Ithaca, 1973
  • 4. J. C. Bezdek, J. Keller, R. Krisnapuram and N. R. Pal, Fuzzy Models and Algorithms for Pattern Recognition and Image Processing, Kluwer Academic Publishers, 1999
  • 5. L.A. Zadeh, Fuzzy Sets, Information and Control, vol. 8, 338-353, 1965
  • 6. L.A. Zadeh, Fuzzy Set. Theoretic Interpretation of Linguistic Hedges, Cybernetics, vol.2, 4-34. 1972
  • 7. M. Sugeno and T, Yasucawa, A. Fuzzy-Logic-Based Approach to Qualitative Modeling, IEEE Transactions on Fuzzy Systems, vol.1, no.l, 7-31,1993
  • 8. M. Eminov, Querying a Database by Fuzzification of Attribute Values, 5.National Econometrics and Statistics Symposium, September, 19-22, Adana, 2001
  • 9. R. Duda and H. Hart, Pattern Classification and Scene Analysis, Wiley, New York, 1973
  • 10. W.H. Mansfield and R.M. Fleischman, A. High Performance, Ad Hoc, Fuzzy Query Processing System, Intelligent Information Systems, vol.2, no. November, 397-419, 1993
  • 11. Y. Jan and M. Ryan, Using Fuzzy Logic: Forwards in Intelligent Systems, Prentice Hall, 1994
APA EMINOV M (2003). Rule- based fuzzy classification using query processing. , 253 - 262.
Chicago EMINOV Mübariz Rule- based fuzzy classification using query processing. (2003): 253 - 262.
MLA EMINOV Mübariz Rule- based fuzzy classification using query processing. , 2003, ss.253 - 262.
AMA EMINOV M Rule- based fuzzy classification using query processing. . 2003; 253 - 262.
Vancouver EMINOV M Rule- based fuzzy classification using query processing. . 2003; 253 - 262.
IEEE EMINOV M "Rule- based fuzzy classification using query processing." , ss.253 - 262, 2003.
ISNAD EMINOV, Mübariz. "Rule- based fuzzy classification using query processing". (2003), 253-262.
APA EMINOV M (2003). Rule- based fuzzy classification using query processing. Mathematical and Computational Applications, 8(1-3), 253 - 262.
Chicago EMINOV Mübariz Rule- based fuzzy classification using query processing. Mathematical and Computational Applications 8, no.1-3 (2003): 253 - 262.
MLA EMINOV Mübariz Rule- based fuzzy classification using query processing. Mathematical and Computational Applications, vol.8, no.1-3, 2003, ss.253 - 262.
AMA EMINOV M Rule- based fuzzy classification using query processing. Mathematical and Computational Applications. 2003; 8(1-3): 253 - 262.
Vancouver EMINOV M Rule- based fuzzy classification using query processing. Mathematical and Computational Applications. 2003; 8(1-3): 253 - 262.
IEEE EMINOV M "Rule- based fuzzy classification using query processing." Mathematical and Computational Applications, 8, ss.253 - 262, 2003.
ISNAD EMINOV, Mübariz. "Rule- based fuzzy classification using query processing". Mathematical and Computational Applications 8/1-3 (2003), 253-262.