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Paper Abstract and Keywords
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
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.
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
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 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  
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 
Date of Issue 2007-04-12 (SS, KBSE) 

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