Paper Title:
The Correlation Analysis of Discrete Variables and Continuous Variables Based on Mutual Information
  Abstract

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.

  Info
Periodical
Chapter
Chapter 7: Computer Application in Design and Manufacturing (2)
Edited by
Dongye Sun, Wen-Pei Sung and Ran Chen
Pages
4203-4207
DOI
10.4028/www.scientific.net/AMM.121-126.4203
Citation
L. Huo, C. Lv, S. M. Fei, D. Zhou, "The Correlation Analysis of Discrete Variables and Continuous Variables Based on Mutual Information", Applied Mechanics and Materials, Vols. 121-126, pp. 4203-4207, 2012
Online since
October 2011
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