Usage of new information estimations for induction of fuzzy decision trees

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2412, Issue , 2002, Pages 493-499

  Levashenko, Vitaly G ^a,b   Zaitseva, Elena N ^a  

^a Belarus State Economic University   (Belarus)

^b UNIVERSITY OF ILINA   (Slovakia)

Author keywords

[No Author keywords available]

Indexed keywords

FORESTRY; FUZZY SETS; TREES (MATHEMATICS);

FUZZY DECISION TREES; INFORMATION ESTIMATION; INFORMATION MEASURES; TRAINING EXAMPLE;

DECISION TREES;

EID: 84947936599     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45675-9_74     Document Type: Conference Paper

References (11)

1. Cover, T.M.: Elements of Information Theory, Wiley, New York, 1991.
2. Cheushev, V., Shmerko, V., Simovici, D., Yanushkevich, S.: Functional Entropy & Decision Trees. Proc. of the 28th IEEE Int.Symp. on Multiple Valued Logic, Japan, 257-262, (1998)
3. Safavian, S.R., Landgrebe, D.: A Survey of Decision Tree Classifier Methodology, IEEE Trans.Sys.Man Cybernet. 21, pp.660-674, 1991.
4. Weber, R.: Fuzzy-ID3: a Class of Methods for Automatic Knowledge Acquisition, Proc. of the 2nd Int..Conf. on Fuzzy Logic and Neural Networks, Iizuka, Japan, pp. 265-268, 1992.
5. Zeidler, J., Schlosser, M.: Fuzzy Handling of Continous-Valued Attributes in Decision Trees. Proc. of MLNet Familiarization Workshop: Statistics, Machine Learning and Knowledge Discovery in Databases, Heraklion, Greece, pp.41-46, 1995.
6. Kosko, B.: Neural Networks and Fuzzy Systems. Prentice-Hall, Englewood Cliffs, NJ, 1992.
7. Cios, K.J., Sztandera, L.M.: Continuous ID3 Algorithm with Fuzzy Entropy Measures, Proc. of the IEEE Int. Conf. on Fuzzy Systems, San Diego, CA, pp. 469-476, 1992.
8. Yuan, Y., Shaw, M.J.: Induction of Fuzzy Decision Trees, Fuzzy Sets and Systems, 69, pp.125-139, 1995.
9. Wang, X., Chen, B., Qian, G., Ye, F.: On the Optimization of Fuzzy Decision Trees, Fuzzy Sets and Systems, 112, pp.117-125, 2000.
10. Chang, R.L.P., Pavliddis, T.: Fuzzy Decision Tree Algorithms, IEEE Trans. on Systems, Man and Cybernetics, 7, pp. 28-35, 1977.
11. Levashenko, V., Morozevich, A., Zaitseva, E. and Kovalik, S.: Using Information Theoretical Approach for Construction of Fuzzy Decision Trees, Proc. of the 6th Int.Conf. on Information Networks, Systems and Technologies, Minsk, Belarus, pp.164-170, 2001.