構造工学論文集 A
Online ISSN : 1881-820X
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橋梁損傷度判定における複合特徴選択のための実用的なアンサンブルシステムの提案
中津 功一朗古田 均野村 泰稔高橋 亨輔石橋 健
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2012 年 58A 巻 p. 756-766

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Recently, it has become more and more important to establish a rational maintenance program for infrastructures. In bridge structures, concrete slabs are suffering from damage, because they directly resist applied loads. In this study, an attempt is made to develop a new damage detection method for concrete slabs with cracks, by using pattern recognition techniques. In the pattern recognition, the feature extraction is a quite important process, because the recognition rate depends on the characteristic of the recognition object. The previous research proposed the method which can select efficient features among various features. However, the method can't apply the problems with many input values. The proposed method can deal in those problems by introducing ID3 with classifiers consisting of many feature vectors. Numerical examples are presented to demonstrate the efficiency and applicability of the proposed method.
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© 2012 公益社団法人 土木学会
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