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Paper Abstract and Keywords
Presentation 2010-03-11 09:25
Correlated clustering model with hierarchical Dirichlet process
Shunsuke Bamba, Toshiyuki Tanaka (Kyoto Univ.) NC2009-143
Abstract (in Japanese) (See Japanese page) 
(in English) In the case of clustering with a Dirichlet process mixture model, underlying attributes which characterize clusters are independent among clusters.
On the other hand, in real-world problems, there are many cases where underlying attributes characterize clusters and some underlying attributes are shared among clusters. In the paper, we propose a correlated clustering model with a hierarchical Dirichlet process by sharing underlying attributes among some clusters, and evaluate performance of our model via numerical experiments.
Keyword (in Japanese) (See Japanese page) 
(in English) clustering / Dirichlet process mixture model / hierarchical Dirichlet process / Gibbs sampling / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 461, NC2009-143, pp. 327-332, March 2010.
Paper # NC2009-143 
Date of Issue 2010-03-02 (NC) 
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 NC2009-143

Conference Information
Committee NC MBE  
Conference Date 2010-03-09 - 2010-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) General 
Paper Information
Registration To NC 
Conference Code 2010-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Correlated clustering model with hierarchical Dirichlet process 
Sub Title (in English)  
Keyword(1) clustering  
Keyword(2) Dirichlet process mixture model  
Keyword(3) hierarchical Dirichlet process  
Keyword(4) Gibbs sampling  
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1st Author's Name Shunsuke Bamba  
1st Author's Affiliation Kyoto University (Kyoto Univ.)
2nd Author's Name Toshiyuki Tanaka  
2nd Author's Affiliation Kyoto University (Kyoto Univ.)
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Speaker Author-1 
Date Time 2010-03-11 09:25:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2009-143 
Volume (vol) vol.109 
Number (no) no.461 
Page pp.327-332 
#Pages 6 
Date of Issue 2010-03-02 (NC) 

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