The Correlation Analysis of Discrete Variables and Continuous Variables Based on Mutual Information

Abstract:

Article Preview

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:

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 et al., "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

Export:

Price:

$35.00

In order to see related information, you need to Login.

In order to see related information, you need to Login.