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| Presentation | 2018-01-26 15:50 Restricted Representation for Attentional Items of Feature Map Developed by a Self-Organizing Map Hiroshi Wakuya, Yuukou Tanaka, Hideaki Itoh (Saga Univ.)  NC2017-56 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | A self-organizing map (SOM) can be seen as a signal converter preserving its topology between the input and output spaces. One of its major features is information visualization based on an applied dataset. Usually, its contents are a binary code depending on their attribute defined in advance. Some of them are essential, while others are not. So, how to define such data representation is important from the viewpoint of developing effective feature map, because some un-essential items might conceal the remaining essential items. Then, an analytical method to project the original SOM's feature map to a subspace consisting of attentional items is tried in this article. As a result of some basic computer simulations, it is found that the above-mentioned idea is applicable. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | self-organizing map (SOM) / feature map / information visualization / subspace / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 417, NC2017-56, pp. 35-40, Jan. 2018. | |
| Paper # | NC2017-56 | |
| Date of Issue | 2018-01-19 (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 | NC2017-56 |
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| Conference Information | |
| Committee | MBE NC NLP |
| Conference Date | 2018-01-26 - 2018-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science, |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2018-01-MBE-NC-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Restricted Representation for Attentional Items of Feature Map Developed by a Self-Organizing Map |
| Sub Title (in English) | |
| Keyword(1) | self-organizing map (SOM) |
| Keyword(2) | feature map |
| Keyword(3) | information visualization |
| Keyword(4) | subspace |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Hiroshi Wakuya |
| 1st Author's Affiliation | Saga University (Saga Univ.) |
| 2nd Author's Name | Yuukou Tanaka |
| 2nd Author's Affiliation | Saga University (Saga Univ.) |
| 3rd Author's Name | Hideaki Itoh |
| 3rd Author's Affiliation | Saga University (Saga Univ.) |
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| Speaker | Author-1 |
| Date Time | 2018-01-26 15:50:00 |
| Presentation Time | 25 minutes |
| Registration for | NC |
| Paper # | NC2017-56 |
| Volume (vol) | vol.117 |
| Number (no) | no.417 |
| Page | pp.35-40 |
| #Pages | 6 |
| Date of Issue | 2018-01-19 (NC) |
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