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Paper Abstract and Keywords
Presentation 2012-11-15 14:00
Software Reliability Prediction by Neural Network with Software Development Data
Ryohei Shimada, Mitsuhiro Kimura (Hosei Univ.) R2012-60
Abstract (in Japanese) (See Japanese page) 
(in English) This paper studies a neural network approach for estimating the number of inherent software faults at the early stage of software development. The model employs several metrics measured in the software development process. We compare the neural network model with a multiple regression analysis in terms of the prediction accuracy based on the actually collected data sets.
Keyword (in Japanese) (See Japanese page) 
(in English) software reliability / neural network / software project data / software quality control / regression analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 284, R2012-60, pp. 1-6, Nov. 2012.
Paper # R2012-60 
Date of Issue 2012-11-08 (R) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee R  
Conference Date 2012-11-15 - 2012-11-15 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To R 
Conference Code 2012-11-R 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Software Reliability Prediction by Neural Network with Software Development Data 
Sub Title (in English)  
Keyword(1) software reliability  
Keyword(2) neural network  
Keyword(3) software project data  
Keyword(4) software quality control  
Keyword(5) regression analysis  
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1st Author's Name Ryohei Shimada  
1st Author's Affiliation Hosei University (Hosei Univ.)
2nd Author's Name Mitsuhiro Kimura  
2nd Author's Affiliation Hosei University (Hosei Univ.)
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Speaker Author-1 
Date Time 2012-11-15 14:00:00 
Presentation Time 25 minutes 
Registration for R 
Paper # R2012-60 
Volume (vol) vol.112 
Number (no) no.284 
Page pp.1-6 
#Pages
Date of Issue 2012-11-08 (R) 


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