Interval-valued fuzzy decision trees

2010 IEEE World Congress on Computational Intelligence, WCCI 2010

Volumn , Issue , 2010, Pages

  Lertworaprachaya, Youdthachai ^a   Yang, Yingjie ^a   John, Robert ^a  

^a DE MONTFORT UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY DECISION TREE INDUCTION; FUZZY DECISION TREES; FUZZY MEMBERSHIP VALUES; INTERVAL-VALUED; INTERVAL-VALUED FUZZY SETS; LOOK-AHEAD; MEMBERSHIP VALUES; MODEL UNCERTAINTIES; NEW MODEL;

ARTIFICIAL INTELLIGENCE; FUZZY SETS; HAMMING DISTANCE; UNCERTAINTY ANALYSIS;

DECISION TREES;

EID: 78549276169     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2010.5583973     Document Type: Conference Paper

References (17)

1. K.M. Lee, K.M. Lee, J.H. Lee and H.L. Kwang, "A fuzzy decision tree induction method for fuzzy data", IEEE International Fuzzy Systems Conference Proceedings, pp. 16-21, 1999.
2. P. Grzeorzewski, "Distance between intuitionistic fuzzy sets and/or interval-valued fuzzy set based in the Hausdorff metric", Fuzzy Sets and Systems, Vol. 148, pp.319-328, 2004.
3. Y. Yang and F. Chiclana, "Intuitionistic fuzzy sets: spherical representation and distance", International Journal of Intelligent Systems, Vol. 24, pp.399-420, 2009.
4. H. Zhang, W. Zhang and C. Mei, "Entropy of interval-valued fuzzy sets based on distance and its relationship with similarity measure", Knowledge-Based Systems, Vol. 22, pp.449-454, 2009.
5. S.Ferson, J. Hajagos, D. Berleant, J. Zhang, W. T. Tucker, L. Ginzburg and W. Oberkamf, "Dependence in dempster-shafer theory and probability bounds analysis", Applied Biomathematics, U.S.A., pp.1-138, 2004.
6. M. Schneider, A. Kandel, G. Langholz and G. Chew, "Fuzzy Expert System Tools", John Wiley & Sons Ltd., England, 1996.
7. Y. Yuan and M. J. Shaw, "Induction of fuzzy decision tree", Fuzzy Sets and Systems, Vol. 69, pp.125-139, 1995.
8. M. Dong and R. Kothari, "Look-ahead based fuzzy decision tree induction", IEEE Transactions on Fuzzy Systems, Vol 9, No 3, pp. 461-468, 2001.
9. M. Dong, R. Kothari, and M. Visscher and S. B. Hoath, "Evaluating skin using a new decision tree induction algorithm", Proceedings of the 2001 International Joint Conference on Neural Networks, Vol. 4, pp. 2456-2460, 2001.
10. X. Wang, B. Chen, G. Qian and F. Ye, "On the optimization fuzzy decision tree", Fuzzy Sets and Systems, Vol. 112, pp. 117-125, 2000.
11. K. T. Atanassov and G. Gargov, "Interval valued intuitionistic fuzzy sets", Fuzzy Sets and Systems, Vol. 31, No. 3, pp.343-349, 1989.
12. C. Y. C. ChiangLin, "Comparison between Crisp and Fuzzy Stock Screening Models", [Online]. Available: http://www.atlantis-press.com/php/ download-paper.php?id=33.
13. J. Zeidler and M. Schlosser, "Continuous-valued attributes in fuzzy decision trees", Proceeding of the 6th International Conference on Information Proceeding and Management of Uncertainty in Knowledge-Based Systems, pp. 395-400, 1996.
14. J. M. Mendel, H. Wu, V. Kreinovich and G. Xiang, "Fast Computation of centroids for constant-width interval-valued fuzzy sets", Fuzzy Information Processing Society, NAFIPS 2006, Annual Meeting of the North American, pp. 621-626, 2006.
15. J. M. Mendel and R. I. John and F. Liu, "Interval type-2 fuzzy logic systems made simple", IEEE Transactions on Fuzzy Systems, Vol.14,No. 6, pp. 808-821, 2006.
16. D. Wu, "A vector similarity measure for type-1 fuzzy sets", Lecture Note In Artificial Intelligence, Proceeding of the 12th International Fuzzy Systems Association World Congress on Foundations of Fuzzy Logic and Soft Computing, Vol. 4529, pp.575-583, 2007.
17. K. McKarty and M. Manic, "Contextual fuzzy type-2 hierarchical for decision trees (CoFuH-DT)-An accelerated data mining technique", Conference on Human Systems Interactions, pp. 699-704, 2008.