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| Presentation | 2007-04-20 11:15 Selecting metrics for effective software quality management using over-sampling method Yusuke Sasaki, Seiya Abe, Osamu Mizuno, Tohru Kikuno (Osaka Univ.), Sachie Yoshioka, Yoshiyuki Anan, Mataharu Tanaka (OMRON Software)  SS2007-8 KBSE2007-8 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In software development, managing projects based on software metrics is important to assure software quality.Although the cost and duration of the delvelopment have been reduced, the requirement for the quality has become more strict year by year.In order to overcome this situation, effective quality management usingselected important metrics is required.For this purpose, we propose a new selection method for metrics usingover-sampling technique.To evaluate the usefulness of our method, we conducted an experimentto select efficient metrics from actual industrial data.The result of experiment showed that proposed method is superior to conventional methods. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Variable selection / over-sampling / Smote / software quality management / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 107, no. 4, SS2007-8, pp. 41-46, April 2007. | |
| Paper # | SS2007-8 | |
| Date of Issue | 2007-04-12 (SS, KBSE) | |
| 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 | SS2007-8 KBSE2007-8 |
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| Conference Information | |
| Committee | SS KBSE |
| Conference Date | 2007-04-19 - 2007-04-20 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Aizu |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | general |
| Paper Information | |
| Registration To | SS |
| Conference Code | 2007-04-SS-KBSE |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Selecting metrics for effective software quality management using over-sampling method |
| Sub Title (in English) | |
| Keyword(1) | Variable selection |
| Keyword(2) | over-sampling |
| Keyword(3) | Smote |
| Keyword(4) | software quality management |
| Keyword(5) | |
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| Keyword(8) | |
| 1st Author's Name | Yusuke Sasaki |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
| 2nd Author's Name | Seiya Abe |
| 2nd Author's Affiliation | Osaka University (Osaka Univ.) |
| 3rd Author's Name | Osamu Mizuno |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
| 4th Author's Name | Tohru Kikuno |
| 4th Author's Affiliation | Osaka University (Osaka Univ.) |
| 5th Author's Name | Sachie Yoshioka |
| 5th Author's Affiliation | OMRON Software Corporation (OMRON Software) |
| 6th Author's Name | Yoshiyuki Anan |
| 6th Author's Affiliation | OMRON Software Corporation (OMRON Software) |
| 7th Author's Name | Mataharu Tanaka |
| 7th Author's Affiliation | OMRON Software Corporation (OMRON Software) |
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| Speaker | Author-1 |
| Date Time | 2007-04-20 11:15:00 |
| Presentation Time | 40 minutes |
| Registration for | SS |
| Paper # | SS2007-8, KBSE2007-8 |
| Volume (vol) | vol.107 |
| Number (no) | no.4(SS), no.5(KBSE) |
| Page | pp.41-46 |
| #Pages | 6 |
| Date of Issue | 2007-04-12 (SS, KBSE) |
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