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International Conference on Information, Electronic and Computer Science (ICIECS 2010 E-BOOK)

Zibo,China,11.26-11.28,2010

ISBN: 978-1-935068-42-6 Scientific Research Publishing, USA

E-Book 2224pp Pub. Date: November 2010

Category: Computer Science & Communications

Price: $360

Title: Research of the Application of ADIA Algorithm in Simulation Data Analysis
Source: International Conference on Information, Electronic and Computer Science (ICIECS 2010 E-BOOK) (pp 2059-2063)
Author(s): Qing Xue, Academy of Armored Force Engineering, Beijing, 100072
Fei Yun, Academy of Armored Force Engineering, Beijing, 100072
Shaoliang Zhou, Academy of Armored Force Engineering, Beijing, 100072
Bowei Cao, Academy of Armored Force Engineering, Beijing, 100072
Xiaoming Ren, Academy of Armored Force Engineering, Beijing, 100072
Abstract: This article discusses the process of preprocessing of simulation data, outlines the need for discrete algorithm and simulation data information system,and proposes process and ideas of ADIA (Algorithm of Discretization by Incompatibility and Attribute Significance) algorithm to improve the timeliness and accuracy of the discrete properties.Through participation in UCI machine learning database with continuous attributes in the data sets and Matlab simulation program experiments,this article demonstrates the feasibility and effectiveness of this algorithm, which is t he characteristics of important reference valuethe for data for the analysis of simulation data and summary conclusions.
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