| Item type |
会議発表論文 / Conference Paper(1) |
| 公開日 |
2023-03-02 |
| タイトル |
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タイトル |
進化型自己組織化マップにおけるノード領域の自動調整法の検討 |
| タイトル |
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タイトル |
A Study on Automatic Adjustment of Node Area in Evolving Self-organization Map |
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言語 |
en |
| 言語 |
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言語 |
jpn |
| 資源タイプ |
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資源タイプ識別子 |
http://purl.org/coar/resource_type/c_5794 |
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資源タイプ |
conference paper |
| 著者 |
坂根, 公和
串田, 淳一
原, 章
高濱, 徹行
SAKANE, Kimikazu
KUSHIDA, Jun-ichi
HARA, Akira
TAKAHAMA, Tetsuyuki
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| 抄録 |
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内容記述タイプ |
Abstract |
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内容記述 |
In this study, the method of classifying data or extracting the regularity of the data is proposed in order to acquire useful information from data. We pay our attention to clustering and visualization. We improve Evolving Self-organizing maps (ESOM) which is one of the clustering techniques proposed by Kasabov. Since the node area is always constant in ESOM, there is a problem that a parameter for node area must be determined for each data set. Therefore we propose a method to automatically adjust the parameter from the quantization error of the node to solve this problem. |
| 内容記述 |
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内容記述タイプ |
Other |
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内容記述 |
2012 IEEE SMC Hiroshima Chapter若手研究会, 2012年7月14日, 広島市立大学 |
| 書誌情報 |
2012 IEEE SMC Hiroshima Chapter Young Researchers' Workshop Proceedings = 2012 IEEE SMC Hiroshima Chapter 若手研究会講演論文集
p. 99-102,
発行日 2012-07
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| 出版者 |
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出版者 |
IEEE SMC Hiroshima Chapter |
| 権利 |
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権利情報 |
©Copyright by IEEE SMC Hiroshima Chapter. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting|republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
| 関連サイト |
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識別子タイプ |
URI |
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関連識別子 |
http://www.smc-hiroshima.info.hiroshima-cu.ac.jp/ |
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関連名称 |
http://www.smc-hiroshima.info.hiroshima-cu.ac.jp/ |
| フォーマット |
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内容記述タイプ |
Other |
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内容記述 |
application/pdf |
| 著者版フラグ |
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出版タイプ |
AM |
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出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
SMCHiroshima2012_99.pdf (125.1 kB)
