A neuro fuzzy decision tree model for predicting the risk in coronary artery disease

22nd IEEE International Symposium on Intelligent Control, ISIC 2007. Part of IEEE Multi-conference on Systems and Control

Volumn , Issue , 2007, Pages 166-171

  Kochurani, O G ^a,b   Aji, S ^a,b   Kaimal, M R ^a,b  

^a IEEE

^b UNIVERSITY OF KERALA   (India)

Author keywords

[No Author keywords available]

Indexed keywords

DISEASE CONTROL; FUZZY SYSTEMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION;

CORONARY ARTERY DISEASE; DEGREE OF RISKS; FUZZY DECISION TREE MODELS;

DECISION TREES;

EID: 41149108074     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIC.2007.4450879     Document Type: Conference Paper

References (11)

1. S. R. Safavian and D. Landgrebe, "A survey of decision tree classifier methodology," IEEE Trans. on Syst., Man, Cybernetics, vol. 21, pp. 660-674, 1991
2. S. Mitra, K. M Knwar and S. K Pal, "Fuzzy Decision Tree, Linguistic Rules and Fuzzy Knowledge-Based Network: Generation and Evaluation," IEEE Trans. Syst., Man, Cybernetics, vol. 32, no. 4, pp. 328-339, 2002
3. A Suarez and J. F. Lutsko, "Globally Optimal Fuzzy Decision Trees for Classification and Regression," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 21, No. 12, pp. 1297-1311, 1999
4. J R Quinlan, "Induction on decision trees," Machine Learning, vol. 1, pp. 81-106, 1986
5. J R Quinlan, "Decision Trees and Decision Making," IEEE Trans. on Syst., Man, Cybern., vol. 20, No.2, pp. 339-346, 1990
6. C. Z Janikow, "Fuzzy Decision Trees: Issues and Methods," IEEE Trans. on Syst., Man, Cybern., vol. 28, No. 1, pp. 1-14, 1998
7. C. S Ouyang, W. J Lee and S. J Lee, "A TSK-Type Neurofuzzy Network Approach to System Modeling Problems," IEEE Trans. on Syst., Man, Cybern., vol. 35, No.4, pp. 751-767, 2005
8. J. S. R Jang, C. T Sun and E. Mizutani, Neuro-Fuzzy and Soft Computing, Prentice-Hall, Inc., 1997
9. S. K Pal, S. Mitra, Nero-Fuzzy Pattern Recognition, John Wiley & Sons, Inc. 1999
10. J. Yen, R. Langari, Fuzzy Logic Intelligence, Control, and Information, Pearson Education, Inc. 2003
11. S. Abe, Pattern Classification: Neuro-Fuzzy Methods and Their Comparison, New York: Springer-Verlag, 2001