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Paper Abstract and Keywords
Presentation 2019-03-17 13:30
[Fellow Memorial Lecture] From Small Sample Size Problem to Big Data
Shinichiro Omachi (Tohoku Univ.) BioX2018-38 PRMU2018-142
Abstract (in Japanese) (See Japanese page) 
(in English) In the field of pattern recognition, how to develop a precise classifier with limited small number of data used to be one of the important problems. We can acquire various data that can be used for training more easily than before. However, the fact that each data is extremely important in pattern recognition is unchanged. In this report, we will introduce some of our pattern recognition researches related to the small sample size problem.
Keyword (in Japanese) (See Japanese page) 
(in English) Statistical pattern recognition / Small sample size problem / Curse of dimensionality / Big data / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 513, PRMU2018-142, pp. 59-60, March 2019.
Paper # PRMU2018-142 
Date of Issue 2019-03-10 (BioX, PRMU) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 BioX  
Conference Date 2019-03-17 - 2019-03-18 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2019-03-PRMU-BioX 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) From Small Sample Size Problem to Big Data 
Sub Title (in English)  
Keyword(1) Statistical pattern recognition  
Keyword(2) Small sample size problem  
Keyword(3) Curse of dimensionality  
Keyword(4) Big data  
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1st Author's Name Shinichiro Omachi  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2019-03-17 13:30:00 
Presentation Time 60 minutes 
Registration for PRMU 
Paper # BioX2018-38, PRMU2018-142 
Volume (vol) vol.118 
Number (no) no.512(BioX), no.513(PRMU) 
Page pp.59-60 
#Pages
Date of Issue 2019-03-10 (BioX, PRMU) 


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