Size estimation through neural network for a common class of web-based systems

This project deals with the analysis on the open source PhP systems size and through analysis on a number of open source software, a list of data based on the software’s database system were collected. These data significantly representing the characteristics of the software are “entities”, “relatio...

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Main Author:	Wang, Di
Other Authors:	Tan, Hee Beng Kuan
Format:	Theses and Dissertations
Published:	2008
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Online Access:	http://hdl.handle.net/10356/3647
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Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-3647
record_format	dspace
spelling	sg-ntu-dr.10356-36472023-07-04T15:18:29Z Size estimation through neural network for a common class of web-based systems Wang, Di Tan, Hee Beng Kuan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems This project deals with the analysis on the open source PhP systems size and through analysis on a number of open source software, a list of data based on the software’s database system were collected. These data significantly representing the characteristics of the software are “entities”, “relationships” and “attributes” found in the databases. And from these data, a backpropagation neural network was applied based on the method proposed in the conceptual model by taking entities, relationships and average attributes as the input, the lines of source code of a given software may be estimated. Master of Science (Communication Software and Networks) 2008-09-17T09:34:29Z 2008-09-17T09:34:29Z 2006 2006 Thesis http://hdl.handle.net/10356/3647 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Wang, Di Size estimation through neural network for a common class of web-based systems
description	This project deals with the analysis on the open source PhP systems size and through analysis on a number of open source software, a list of data based on the software’s database system were collected. These data significantly representing the characteristics of the software are “entities”, “relationships” and “attributes” found in the databases. And from these data, a backpropagation neural network was applied based on the method proposed in the conceptual model by taking entities, relationships and average attributes as the input, the lines of source code of a given software may be estimated.
author2	Tan, Hee Beng Kuan
author_facet	Tan, Hee Beng Kuan Wang, Di
format	Theses and Dissertations
author	Wang, Di
author_sort	Wang, Di
title	Size estimation through neural network for a common class of web-based systems
title_short	Size estimation through neural network for a common class of web-based systems
title_full	Size estimation through neural network for a common class of web-based systems
title_fullStr	Size estimation through neural network for a common class of web-based systems
title_full_unstemmed	Size estimation through neural network for a common class of web-based systems
title_sort	size estimation through neural network for a common class of web-based systems
publishDate	2008
url	http://hdl.handle.net/10356/3647
_version_	1772827867748499456

Size estimation through neural network for a common class of web-based systems

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