An algorithm for generating fuzzy decision tree with trapezoid fuzzy number-value attributes

Proceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR

Volumn 1, Issue , 2008, Pages 41-45

  Huang, Dong Mei ^a  

^a AGRICULTURAL UNIVERSITY OF HEBEI   (China)

Author keywords

Fuzzy decision tree; L R Center of Gravity (L R COG); Non stable point; Trapezoid fuzzy number value attribute

Indexed keywords

ALGORITHMS; DECISION THEORY; DECISION TREES; ENTROPY; EXTRACTIVE METALLURGY; FEATURE EXTRACTION; FUZZY RULES; FUZZY SETS; GRAVITATION; GRAVITATIONAL EFFECTS; HEURISTIC ALGORITHMS; HEURISTIC METHODS; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; PATTERN RECOGNITION; WAVELET ANALYSIS; WAVELET TRANSFORMS;

CENTER OF GRAVITIES; DECISION TREE GENERATIONS; FUZZY DECISION TREE; FUZZY DECISION TREES; FUZZY NUMBERS; INFORMATION ENTROPIES; L-R-CENTER OF GRAVITY (L-R-COG); NON-STABLE POINT; STABLE POINTS; TEST ATTRIBUTES; TRAPEZOID FUZZY NUMBER-VALUE ATTRIBUTE;

TREES (MATHEMATICS);

EID: 56749184574     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICWAPR.2008.4635747     Document Type: Conference Paper

References (11)

1. Quinlan J.R., Induction of decision trees, "Machine Learning", 1, pp.81-106, 1986.
2. Cheng, Fayyad U.M. and Irani K.B., "on the handling of continuous-valued attributes in decision tree generation", Machine Learning 8, pp.87-102, 1992.
3. Jiarong Hong, Mingfeng Ding, Xingyuan Li and Liwei Wang, "A new algorithm of decision tree induction", Chinese J. Computers, Chuna, Vol.18 No.6, 1995.
4. Yuan Y. and Shaw M.J., "Induction of fuzzy decision trees", Fuzzy Sets and Systems 69, pp.125-139, 1995.
5. Cheng J., Fayyad U.M., Irani K.B. and Qian Z., "Improved decision trees: A generalized version of ID3, Proceedings of the Fifth International Conference on Machine Learning", San Mateo, CA: Morgan Kaufmann, pp.100-108, 1988.
6. Fayyad U.M. and Irani K.B., "What Should Be Minimized in a Decision Tree?", Proceedings of the Eighth National Conference on Artificial Intelligence AAAI-90,pp.749-754,1990.
7. Dongmei Huang, Xizhao Wang and Minghu Ha, "Induction of bi-branches decision tree with fuzzy number-value attribute", Proceeding of 2002 International Conference on Machine Learning and Cybernetics. Vol.3, pp.1662-1666, 2002.
8. Dongmei Huang, JieYang, Xizhao Wang and Minghu Ha, "Induction of Decision Tree with Fuzzy Number-Valued Attribute", The Second International Conference on Machine Learning and Cybernetics. Vol.2, pp. 1446-1450, 2003.
9. Dongmei Huang, Junli Fu, Tao Xiao and Jing Zhou, "Comparison between the Induction Learning Algorithm of Fuzzy Number-Valued Decision Tree", Proceeding of 2007 International Conference on Machine Learning and Cybernetics. HongKong, Vol.2, pp. 1190-1193, 2007.
10. WenXiu Zhang, Foundation of fuzzy mathematics, Jiao Tong University of XiAn, China ,1986.
11. Dongmei Huang, Xizhao Wang and Minghu Ha, "The Optimization Problem of the Fuzzy Bi-Branches Decision Trees", Proceeding of 2002 International Conference on Machine Learning and Cybernetics. Vol.3, pp. 1667-1668, 2002.