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Paper Abstract and Keywords
Presentation 2008-12-18 11:15
Classifier selection in a family of polyhedron classifiers
Tetsuji Takahashi, Mineichi Kudo, Atsuyoshi Nakamura (Hokkaido Univ.) PRMU2008-153
Abstract (in Japanese) (See Japanese page) 
(in English) It is an efficient way to approximate a class region by convex hulls of
samples. However, the convex hull is computationally hard to be constructed in high
dimensions. In this paper, we propose a way to construct
an approximate convex hull in a linear time of dimension.
In addition, we discuss on selecting an optimal classifier from a family of polyhedron classifiers
derived from approximate convex hulls.
Keyword (in Japanese) (See Japanese page) 
(in English) Pattern recognition / Convex hull / Generalization error / Classifier selection / / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 363, PRMU2008-153, pp. 37-41, Dec. 2008.
Paper # PRMU2008-153 
Date of Issue 2008-12-11 (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)
Download PDF PRMU2008-153

Conference Information
Committee PRMU  
Conference Date 2008-12-18 - 2008-12-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Kumamoto Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2008-12-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Classifier selection in a family of polyhedron classifiers 
Sub Title (in English)  
Keyword(1) Pattern recognition  
Keyword(2) Convex hull  
Keyword(3) Generalization error  
Keyword(4) Classifier selection  
Keyword(5)  
Keyword(6)  
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1st Author's Name Tetsuji Takahashi  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Mineichi Kudo  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Atsuyoshi Nakamura  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker Author-1 
Date Time 2008-12-18 11:15:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2008-153 
Volume (vol) vol.108 
Number (no) no.363 
Page pp.37-41 
#Pages 5 
Date of Issue 2008-12-11 (PRMU) 

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