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Paper Abstract and Keywords
Presentation 2012-05-25 13:25
A study on software reliability prediction by GMDH with software development data
Ryohei Shimada, Mitsuhiro Kimura (Hosei Univ.) R2012-2
Abstract (in Japanese) (See Japanese page) 
(in English) This paper provides a new approach to estimate the software reliability with the data sets obtained from the upper process of software development. The approach employs the group method of data handling (GMDH) which can be considered as an extension of a multiple regression analysis in this study.
We first explain the concept of GMDH approach and show how we construct the appropriate model. By using the actual data sets from upper process of the real software development, we try to estimate the number of inherent software faults. We compare two proposed models and a traditional multiple regression model in terms of the goodness-of-fit to the data sets.
Keyword (in Japanese) (See Japanese page) 
(in English) Software reliability / GMDH / Software project data / Software quality management / Regression analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 59, R2012-2, pp. 5-10, May 2012.
Paper # R2012-2 
Date of Issue 2012-05-18 (R) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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 2012-05-25 - 2012-05-25 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Softwar Reliability, etc. 
Paper Information
Registration To R 
Conference Code 2012-05-R 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on software reliability prediction by GMDH with software development data 
Sub Title (in English)  
Keyword(1) Software reliability  
Keyword(2) GMDH  
Keyword(3) Software project data  
Keyword(4) Software quality management  
Keyword(5) Regression analysis  
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 2012-05-25 13:25:00 
Presentation Time 25 minutes 
Registration for R 
Paper # R2012-2 
Volume (vol) vol.112 
Number (no) no.59 
Page pp.5-10 
Date of Issue 2012-05-18 (R) 

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