Coal Mine Safety Monitoring Based on Improved_ID3 Algorithm

Abstract:

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ID3 algorithm is a classic method in the classification of data mining, but it has several limits that the notable one is it can not deal with constant values. This paper introduces a new Improved_ID3 algorithm and make use of it in the coal mine safety monitoring process. It has been proved from the production that Improved_ID3 can not only handle the constant attribute values, but also has higher efficiency when creating the rules. Its application in the coal mine safety monitoring is of great significance.

Info:

Periodical:

Advanced Materials Research (Volumes 201-203)

Edited by:

Daoguo Yang, Tianlong Gu, Huaiying Zhou, Jianmin Zeng and Zhengyi Jiang

Pages:

990-994

DOI:

10.4028/www.scientific.net/AMR.201-203.990

Citation:

Y. Q. Zhao et al., "Coal Mine Safety Monitoring Based on Improved_ID3 Algorithm", Advanced Materials Research, Vols. 201-203, pp. 990-994, 2011

Online since:

February 2011

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Price:

$35.00

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