Journal of the Korean Institute of Telematics and Electronics B (전자공학회논문지B)
- Volume 32B Issue 11
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- Pages.1536-1544
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- 1995
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- 1016-135X(pISSN)
A Study on the Design of Binary Decision Tree using FCM algorithm
FCM 알고리즘을 이용한 이진 결정 트리의 구성에 관한 연구
Abstract
We propose a design scheme of a binary decision tree and apply it to the tire tread pattern recognition problem. In this scheme, a binary decision tree is constructed by using fuzzy C-means( FCM ) algorithm. All the available features are used while clustering. At each node, the best feature or feature subset among these available features is selected based on proposed similarity measure. The decision tree can be used for the classification of unknown patterns. The proposed design scheme is applied to the tire tread pattern recognition problem. The design procedure including feature extraction is described. Experimental results are given to show the usefulness of this scheme.
Keywords