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AEI
2005

Data mining techniques for improving the reliability of system identification

13 years 4 months ago
Data mining techniques for improving the reliability of system identification
A system identification methodology that makes use of data mining techniques to improve the reliability of identification is presented in this paper. An important aspect of the methodology is the generation of a population of candidate models. Indications of the reliability of system identification are obtained through an examination of the characteristics of the population. Data mining techniques bring out model characteristics that are important. The methodology has been applied to several engineering systems. q 2005 Elsevier Ltd. All rights reserved.
Sandro Saitta, Benny Raphael, Ian F. C. Smith
Added 15 Dec 2010
Updated 15 Dec 2010
Type Journal
Year 2005
Where AEI
Authors Sandro Saitta, Benny Raphael, Ian F. C. Smith
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