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Regularization Neural Network for Construction Cost Estimation

✍ Scribed by Adeli, Hojjat; Wu, Mingyang


Book ID
120250129
Publisher
American Society of Civil Engineers
Year
1998
Tongue
English
Weight
829 KB
Volume
124
Category
Article
ISSN
0733-9364

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In this paper we propose a method for construction of feed-forward neural classifiers based on regularization and adaptive architectures. Using a penalized maximum likelihood scheme, we derive a modified form of the entropic error measure and an algebraic estimate of the test error. In conjunction w