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| 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 |
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| 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. |
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| 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 | |
| Copyright and 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) | |
| Download PDF | R2012-2 |
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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 |
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| Keyword(8) | |
| 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 |
| #Pages | 6 |
| Date of Issue | 2012-05-18 (R) |
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