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モジュラーネットワークSOM:教師あり学習と教師なし学習の融合
http://hdl.handle.net/10228/1595
http://hdl.handle.net/10228/1595e09ca3db-9f24-4948-8d1c-57a15fbd30c4
名前 / ファイル | ライセンス | アクション |
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R.P_22.pdf (416.2 kB)
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Item type | 会議発表論文 = Conference Paper(1) | |||||||||||
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公開日 | 2009-02-26 | |||||||||||
資源タイプ | ||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||||
資源タイプ | conference paper | |||||||||||
タイトル | ||||||||||||
タイトル | モジュラーネットワークSOM:教師あり学習と教師なし学習の融合 | |||||||||||
その他のタイトル | ||||||||||||
その他のタイトル | Modular network SOM: Fusion of supervised and unsupervised learning | |||||||||||
言語 | ||||||||||||
言語 | jpn | |||||||||||
著者 |
徳永, 憲洋
× 徳永, 憲洋× 古川, 徹生
WEKO
661
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | A modular network SOM (mnSOM) proposed by authors is an extension and a generalization of a conventional SOM in which each nodal unit is replaced by a module such as a neural network. The mnSOM has the learning algorithm in which both the supervised and the unsupervised learning are combined. Thus, each module of the mnSOM implements the supervised learning, while, roles in the modules are allocated self-organizingly. In this paper, the architecture and the algorithm of the mnSOM are shown, moreover, the applications are presented. | |||||||||||
備考 | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | 第22回ファジィシステムシンポジウム,2006年9月6,北海学園大学,札幌 | |||||||||||
書誌情報 |
ファジィシステムシンポジウム講演論文集 巻 6B-2, 号 3, p. 87-90, 発行日 2006-09-01 |
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出版社 | ||||||||||||
出版社 | 日本知能情報ファジィ学会 | |||||||||||
DOI | ||||||||||||
関連タイプ | isIdenticalTo | |||||||||||
識別子タイプ | DOI | |||||||||||
関連識別子 | https://doi.org/10.14864/fss.22.0.23.0 | |||||||||||
ISSN | ||||||||||||
収録物識別子タイプ | ISSN | |||||||||||
収録物識別子 | 1341-9080 | |||||||||||
著作権関連情報 | ||||||||||||
権利情報 | Copyright (c) 2007 日本知能情報ファジィ学会 | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | モジュラーネットワークSOM | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | 教師あり学習 | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | 教師なし学習 | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | 自己組織化マップ | |||||||||||
出版タイプ | ||||||||||||
出版タイプ | VoR | |||||||||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||
著者別名 | ||||||||||||
姓名 | Tokunaga, Kazuhiro | |||||||||||
著者別名 | ||||||||||||
姓名 | Furukawa, Tetsuo | |||||||||||
言語 | en | |||||||||||
姓名 | 古川, 徹生 | |||||||||||
言語 | ja | |||||||||||
姓名 | フルカワ, テツオ | |||||||||||
言語 | ja-Kana |