Artificial intelligence

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ISSN 2710-1673

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Побудова нечіткого с-розбиття у разі нестійкої кластерної структури безлічі об’єктів

Viattchenin D.1, Damaratski A.1
1 United Institute of Informatics Problems NAS of Belarus

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UDC: 519.237.8+510.22
Publication Language: Russian
Stuc. intelekt. 2011; 16(3):479-489

Abstract: A method of clustering of objects for varying in an interval attributes values in a case of the unstable cluster structure of the set of objects is proposed. Results of the numerical experiment are presented.

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References:

  1. Vjatchenin D.A. Doklady BGUIR. №6. 2009. S. 91-98.
  2. Vjatchenin D.A Iskusstvennyj intellekt. № 3. 2007. S. 205-216.
  3. Vjatchenin D.A. Doklady BGUIR. №1 2010. S. 46-52.
  4. Höppner F. Fuzzy Cluster Analysis: Methods for Classification, Data Analysis and Image Recognition.Chichester: Wiley Intersciences. 1999. 289 p.
  5. Dunn J.C. Journal of Cybernetics. Vol. 3. 1974. P. 32-57.
  6. Bezdek J.C. IEEE Transactions on Pattern Analysis and Machines Intelligence. Vol. 2. 1980. P. 1-8.
  7. Roubens M. Fuzzy Sets and Systems. Vol. 1. 1978. P. 239-253.
  8. Hathaway R.J. Pattern Recognition Letters. Vol.17. 1996. P. 607-612.
  9. Hathaway R.J. Pattern Recognition. Vol. 27. 1994. P. 429-437
  10. Windham M.P. Journal of Classification. Vol 2. 1985. P. 157-172.
  11. Vjatchenin D.A. Nechetkie metody avtomaticheskoj klassifikacii. Minsk.: UP Tehnoprint. 2004. 219 s.
  12. Corsini P. Soft Computing. Vol 9. 2005. P. 439-447
  13. Dunn J.C. Journal of Cybernetics. Vol 4. 1974. P. 95-104.
  14. Bezdek J.C. International Journal of Computer Information Sciences. Vol. 9. 1980. P. 323-336.
  15. Xie X.L. Transactions on Pattern Analysis and Machines Intelligence. Vol. 13. 1991. P. 841-847.
  16. Bezdek J.C. Fuzzy Models and Algorithms for Pattern Recognition and Image Processing. New York:Springer Science. 2005. 776 p.
  17. Viattchenin D.A. Journal of Uncertain Systems. Vol. 3. 2009. P. 64-80.
  18. Ju H. Fuzzy Information and Engineering. Berlin: Springer-Verlag. 2007. P. 875-883.
  19. Grzegorzewski P. Fuzzy Sets and Systems. Vol 148. 2004. P. 319-328.
  20. Viattchenin D.A. Pattern Recognition and Information Processing: Proceedings of the 11th InternationalConference PRIP’2011(Minsk, Belarus, May 18-20, 2011). Minsk: BSUIR. 2011. P. 188-194.
  21. Vjatchenin D.A. Iskusstvennyj intellekt. № 3. 2008. S. 523-533.
  22. Averkin A.N. Nechetkie mnozhestva v modeljah upravlenija i iskusstvennogo intellekta. M.: Nauka.1986. 312 s.
  23. Viattchenin D.A. Acta Electrotechnica et Informatica. Vol. 11. №.3. 2011 (to appear)
  24. Ichino M. IEEE Transactions on Systems, Man, and Cybernetics. Vol 25.1994. P. 698-708.
  25. Sato-Ilic M. Innovations in Fuzzy Clustering: Theory and Applications. Heidelberg: Springer-Verlag.2006. 152 p.

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