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Proceedings Paper

Operational data quality evaluation based on BP neural network and rough set theory
Author(s): Lijun Liu
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Paper Abstract

It analyzed the factors affecting the Operational Data Quality, determined the evaluation index system, set up Operational Data Quality evaluation element and evaluating network, established the six-element evaluation model. Using Rough Set theory come to realize information reduction and using BP Neural Network theory come to realize quality evaluation. This method could enhance the scientificity and objectivity of evaluation. The results showed that the evaluation method of error was small, simple and practical.

Paper Details

Date Published: 28 February 2017
PDF: 7 pages
Proc. SPIE 10256, Second International Conference on Photonics and Optical Engineering, 102565P (28 February 2017); doi: 10.1117/12.2254971
Show Author Affiliations
Lijun Liu, Engineering Univ. of Air Force (China)
Engineering Univ. of Armed Police Force (China)


Published in SPIE Proceedings Vol. 10256:
Second International Conference on Photonics and Optical Engineering
Chunmin Zhang; Anand Asundi, Editor(s)

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