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http://dx.doi.org/10.13067/JKIECS.2011.6.6.849

The Construction Methodology of a Rule-based Expert System using CART-based Decision Tree Method  

Ko, Yun-Seok (남서울대학교 전자공학과)
Publication Information
The Journal of the Korea institute of electronic communication sciences / v.6, no.6, 2011 , pp. 849-854 More about this Journal
Abstract
To minimize the spreading effect from the events of the system, a rule-based expert system is very effective. However, because the events of the large-scale system are diverse and the load condition is very variable, it is very difficult to construct the rule-based expert system. To solve this problem, this paper studies a methodology which constructs a rule-based expert system by applying a CART(Classification and Regression Trees) algorithm based decision tree determination method to event case examples.
Keywords
Large-scale System; Rule-based Expert System; Decision Tree Determination Method; CART Algorithm;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 고윤석, "대규모 SCADA 시스템을 위한 실시간 전문가 시스템의 설계 및 구현", 광운대학교 대학원 박사학위논문, 1995.
2 Taylor T. and D. Lubkeman, "Implementation of Heuristic Search Strategies for Distribution Feeder Reconfiguration," IEEE Trans. on Power Delivery, Vol. 5, No. 2, pp. 239-246, Jan., 1990.   DOI
3 Lio Rokach and Oded Maimon, "Data mining with Decision Trees : Theoy and Application", World Scientific, Oct., 2007.
4 Roman Timofev, "Classification and Regression Trees (CART) : Theory and Application", Master Thesis, 2004.
5 Roger J. Lewis, "An Introduction to Classification and Regression Tree (CART) Analysis", Presented at the 2000 Annual Meeting of the Society for Academic Emergency Medicine in San Francisco, California, 2000.
6 Bittencourt, H. R., Clarke, R. T. 2003b, "Use of Classification and Regression Trees (CART) to Classify Remotely-Sensed Digital Images", Proc. 2003 IEEE International Geoscience and Remote Sensing Symposium, Toulouse, France, Jul., 21-25, pp. 3420-3422, 2003.
7 Lidula, N. W. A. and Rajapakse, A. D., "A Pattern Recognition Approach for Detecting Power Islands Using Transient Signals-Part I : Design and Implementation", IEEE Trans. on Power Delivery, Vol. 25, No. 4, pp. 3070-3077, Aug., 2010.   DOI
8 고윤석, "배전계통 HIF 아크모델 분석 및 직접 적분법 적용 방법론에 대한 연구", 한국전자통신학회논문지, Vol. 6, No. 3, pp. 411-416, 2011.