Mahalanobis Taguchi System을 이용한 다변량 시스템의 해석에 관한 연구

• 영문명: Analysis of Multivariate System Using Mahalanobis Taguchi System
• 발행기관: 한국산업경영시스템학회
• 저자명: 홍정의
• 간행물 정보: 『한국산업경영시스템학회 학술대회』2008년 춘계학술대회 논문집, 256~259쪽, 전체 4쪽
• 주제분류: 공학 > 산업공학
• 파일형태: PDF
• 발행일자: 2008.05.30

영문 초록

Mahalanobis Taguchi System (MTS) is a pattern information technology, which has been used in different diagnostic applications to make quantitative decisions by constructing a multivariate system using data analytic methods without any assumption regarding statistical distribution. The MTS performs Taguchi's fractional factorial design based on the Mahahlanobis distance as a performance metric. In this work, MTS used for analyzing Wisconsin Breast Cancer data which have 10 attributes. With the data, which have 10 different tests, collected from patients determine who has cancer or not. At this research MTS used for reducing the number of test with define the relationship between each attrivute and diagnosis result. The accuracy of diagnosis compare to previous research.

목차

1. 서론

2. Mahalanobis Taguchi System

3. MTS를 이용한 다변량시스템의 해석 - 위스콘신유방암 진단 데이터이용

4. Optimization

5.. 결론

키워드

MTS (Mahalanobis Taguchi System) Multivariate System Medical Dignosis