Neural Network Based Model Refinement

In this paper, model bases and model generators are presented in the context of model refinement. This article proposes a neural network based model refinement technique for software metrics estimation. Neural networks are introduced as instruments of model refinement. A refinement technique is proposed for ranking and selecting input variables. A case study shows the practice of model refinement using neural networks.

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Year of publication:	2008
Authors:	VISOIU, Adrian
Published in:	Informatica Economica. - Academia de Studii Economice din Bucureşti, ISSN 1453-1305. - Vol. XII.2008, 1, p. 11-19
Publisher:	Academia de Studii Economice din Bucureşti
Subject:	model refinement \| neural network \| software metrics \| Model generators

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Extent:	application/pdf
Type of publication:	Article
Language:	English
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10009416466