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Paper Abstract and Keywords
Presentation 2017-01-27 15:15
Complex tensor data analysis by tensor SOM network and information propagation in the network
Yuki Toshima, Tetsuo Furukawa (kyutech) NC2016-62
Abstract (in Japanese) (See Japanese page) 
(in English) Multimode data (relational data) is generally expressed as a tensor. In the analysis of tensor data, not only analysis of individual modes but also relations between modes need to be analyzed. In actual data analysis, it is often the case that multiple tensor datasets are combined by sharing some modes to form a larger data complexe. In this case, inter-mode analysis across multiple tensor datasets is also required, making analysis more difficult. The purpose of this research is to develop a visualization method to grasp the overall image of complex tensor data. In this research, we constructed a Tensor SOM Network that combines multiple Tensor SOMs, and further we developed a information propagation method for the inter-mode visualization belonging to different tensor data.
Keyword (in Japanese) (See Japanese page) 
(in English) Tensor SOM / tensor analysis / data visualization / / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 424, NC2016-62, pp. 83-88, Jan. 2017.
Paper # NC2016-62 
Date of Issue 2017-01-19 (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 NC2016-62

Conference Information
Committee NC NLP  
Conference Date 2017-01-26 - 2017-01-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Kitakyushu Foundation for the Advanement of Ind. Sci. and Tech. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Implementation of Neuro Computing,Analysis and Modeling of Human Science, etc 
Paper Information
Registration To NC 
Conference Code 2017-01-NC-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Complex tensor data analysis by tensor SOM network and information propagation in the network 
Sub Title (in English)  
Keyword(1) Tensor SOM  
Keyword(2) tensor analysis  
Keyword(3) data visualization  
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1st Author's Name Yuki Toshima  
1st Author's Affiliation Kyushu Institute of technology (kyutech)
2nd Author's Name Tetsuo Furukawa  
2nd Author's Affiliation Kyushu Institute of technology (kyutech)
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Speaker Author-1 
Date Time 2017-01-27 15:15:00 
Presentation Time 25 minutes 
Registration for NC 
Paper # NC2016-62 
Volume (vol) vol.116 
Number (no) no.424 
Page pp.83-88 
#Pages 6 
Date of Issue 2017-01-19 (NC) 

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