Paper Title:
Coal Mine Safety Monitoring Based on Improved_ID3 Algorithm
  Abstract

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, Z. C. Wang, C. Z. Jiang, W. L. Hao, G. Q. Wang, "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
$32.00
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