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Paper Abstract and Keywords
Presentation 2010-06-18 13:00
[Tutorial Invited Lecture] Pattern Recognition and Machine Learning
Takio Kurita (Hiroshima Univ.) SP2010-32
Abstract (in Japanese) (See Japanese page) 
(in English) Recent rapid progress of computer and internet, a huge amount of information is accumulated. It is potentially important for our decision or planning, but has not yet been discovered or articulated. Data mining is the extraction of implicit, previously unknown, and potentially useful information from data. Pattern Recognition and Machine Learning provides the technical basis of data mining and is recognized as one of the important tools for many real applications. This article gives a beleaf introduction of Pattern Recognition and Machine Learning.
Keyword (in Japanese) (See Japanese page) 
(in English) data mining / pattern recognition / machine learning / generalization / support vector machine / logistic regression / cross-validation / particle swarm optimization  
Reference Info. IEICE Tech. Rep., vol. 110, no. 81, SP2010-32, pp. 61-66, June 2010.
Paper # SP2010-32 
Date of Issue 2010-06-10 (SP) 
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 SP2010-32

Conference Information
Committee SP  
Conference Date 2010-06-17 - 2010-06-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyushu University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Speech/Language/Acoustic Education, etc. 
Paper Information
Registration To SP 
Conference Code 2010-06-SP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Pattern Recognition and Machine Learning 
Sub Title (in English)  
Keyword(1) data mining  
Keyword(2) pattern recognition  
Keyword(3) machine learning  
Keyword(4) generalization  
Keyword(5) support vector machine  
Keyword(6) logistic regression  
Keyword(7) cross-validation  
Keyword(8) particle swarm optimization  
1st Author's Name Takio Kurita  
1st Author's Affiliation Hiroshima University (Hiroshima Univ.)
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Speaker Author-1 
Date Time 2010-06-18 13:00:00 
Presentation Time 60 minutes 
Registration for SP 
Paper # SP2010-32 
Volume (vol) vol.110 
Number (no) no.81 
Page pp.61-66 
#Pages
Date of Issue 2010-06-10 (SP) 


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