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Paper Abstract and Keywords
Presentation 2007-12-14 15:30
Relationship Between Errors of Supplementary Information and Misrecognition Rates
Yoshio Furuya, Masakazu Iwamura, Koichi Kise (Osaka Pref. Univ.), Shinichiro Omachi (Tohoku Univ.), Seiichi Uchida (Kyusyu Univ.) PRMU2007-152
Abstract (in Japanese) (See Japanese page) 
(in English) Pattern recognition with supplementary information is a new pattern recognition framework that determines an output class by combining a classifier’s output and supplementary information suggesting the true class. Under the condition that supplementary information does not contain error, we have proposed a theory that reduces misrecognition rates. However, in the real world, we cannot observe any measure without error. Thus, in this paper, we discuss how to reduce misrecognition rates using the erroneous supplementary information, and show the possibility to reduce misrecognition rates experimentally.
Keyword (in Japanese) (See Japanese page) 
(in English) supplementary information / confusion matrix / Bayesian decision boundary / Mahalanobis distance / observation error / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 384, PRMU2007-152, pp. 95-100, Dec. 2007.
Paper # PRMU2007-152 
Date of Issue 2007-12-06 (PRMU) 
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)
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Conference Information
Committee PRMU  
Conference Date 2007-12-13 - 2007-12-14 
Place (in Japanese) (See Japanese page) 
Place (in English) Kobe Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2007-12-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Relationship Between Errors of Supplementary Information and Misrecognition Rates 
Sub Title (in English)  
Keyword(1) supplementary information  
Keyword(2) confusion matrix  
Keyword(3) Bayesian decision boundary  
Keyword(4) Mahalanobis distance  
Keyword(5) observation error  
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Keyword(7)  
Keyword(8)  
1st Author's Name Yoshio Furuya  
1st Author's Affiliation Osaka Prefecture University (Osaka Pref. Univ.)
2nd Author's Name Masakazu Iwamura  
2nd Author's Affiliation Osaka Prefecture University (Osaka Pref. Univ.)
3rd Author's Name Koichi Kise  
3rd Author's Affiliation Osaka Prefecture University (Osaka Pref. Univ.)
4th Author's Name Shinichiro Omachi  
4th Author's Affiliation Tohoku University (Tohoku Univ.)
5th Author's Name Seiichi Uchida  
5th Author's Affiliation Kyusyu University (Kyusyu Univ.)
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Speaker Author-1 
Date Time 2007-12-14 15:30:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2007-152 
Volume (vol) vol.107 
Number (no) no.384 
Page pp.95-100 
#Pages 6 
Date of Issue 2007-12-06 (PRMU) 

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