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The correlation analysis of discrete variables and continuous variables based on Mutual Information

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

As most Mutual Information method is limited to the correlation analysis between discrete variables in majority and tendency of choosing the characteristic variables with multi-values so far, in this paper we propose a new approach based on Mutual Information to measure the correlation of discrete variables and continuous variables. Then we take the fire control system of aircraft for example to calculate the correlation between fault types and monitor data indexes, and finally find the fault symptom classes.

源语言英语
主期刊名Frontiers of Manufacturing and Design Science II
4203-4207
页数5
DOI
出版状态已出版 - 2012
活动2nd International Conference on Frontiers of Manufacturing and Design Science, ICFMD 2011 - Taichung, 中国台湾
期限: 11 12月 201113 12月 2011

出版系列

姓名Applied Mechanics and Materials
121-126
ISSN(印刷版)1660-9336
ISSN(电子版)1662-7482

会议

会议2nd International Conference on Frontiers of Manufacturing and Design Science, ICFMD 2011
国家/地区中国台湾
Taichung
时期11/12/1113/12/11

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