Paper Abstract and Keywords |
Presentation |
2012-01-27 11:50
Tensor decomposition based on self-organizing map Toru Iwasaki, Saori Wada, Tetsuo Furukawa (KIT) NC2011-114 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The aim of this paper is to develop a nonlinear tensor decomposition
algorithm based on the self-organiing map (SOM). The key ideas are (i)
adopting the concept of the power of SOM (\SOM{n}), and (ii)
representing the map by orthonormal expantion. The simulation results showed
that the proposed algorithm works as it is expected. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
topographic mapping / self-orgnising map / SOM / tensor decomposition / tensor factorization / relational data / / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 419, NC2011-114, pp. 101-106, Jan. 2012. |
Paper # |
NC2011-114 |
Date of Issue |
2012-01-19 (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) |
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NC2011-114 |
Conference Information |
Committee |
NC |
Conference Date |
2012-01-26 - 2012-01-27 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Future University Hakodate |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
General, Complex Systems and Neurocomputing |
Paper Information |
Registration To |
NC |
Conference Code |
2012-01-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Tensor decomposition based on self-organizing map |
Sub Title (in English) |
* |
Keyword(1) |
topographic mapping |
Keyword(2) |
self-orgnising map |
Keyword(3) |
SOM |
Keyword(4) |
tensor decomposition |
Keyword(5) |
tensor factorization |
Keyword(6) |
relational data |
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1st Author's Name |
Toru Iwasaki |
1st Author's Affiliation |
Kyushu Institute of Technology (KIT) |
2nd Author's Name |
Saori Wada |
2nd Author's Affiliation |
Kyushu Institute of Technology (KIT) |
3rd Author's Name |
Tetsuo Furukawa |
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Kyushu Institute of Technology (KIT) |
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Speaker |
Author-1 |
Date Time |
2012-01-27 11:50:00 |
Presentation Time |
25 minutes |
Registration for |
NC |
Paper # |
NC2011-114 |
Volume (vol) |
vol.111 |
Number (no) |
no.419 |
Page |
pp.101-106 |
#Pages |
6 |
Date of Issue |
2012-01-19 (NC) |
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