Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)

Korean Institute of Intelligent Systems (한국지능시스템학회)
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Identification of the Advanced Mountain Methods parameter

개선된 산 클러스터링 방법의 매개변수 설정법

  • 손세호 (영남대학교 전자정보공학부) ;
  • 권순학 (영남대학교 전자정보공학부) ;
  • 이중우 (영남대학교 전자정보공학부)
  • Published : 2000.11.01
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Abstract

In this paper, we introduce an algorithm for identification of the Advanced Mountain Methods parameter. It consists of two phases: Phase I and Phase II. In Phase I, a given data space is divided into subspaces based on the density of the given data. In Phase II, we obtain the AMMs parameter $\omega$ by selecting the minimum of variances of subspaces obtained in Phase I. Numerical examples are presented to show the validity of the proposed method.

Keywords