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SOM集合をマップするSOM: 自己組織化マップから自己組織化ホモトピーへ
http://hdl.handle.net/10228/1596
http://hdl.handle.net/10228/1596e3ccafd4-f459-4fc9-8ff7-61a890917f6e
名前 / ファイル | ライセンス | アクション |
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R.P_23.pdf (369.9 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 | SOM集合をマップするSOM: 自己組織化マップから自己組織化ホモトピーへ | |||||||||||
その他のタイトル | ||||||||||||
その他のタイトル | SOM of SOMs: From “Self-Organizing Map” to “Self-Organizing Homotopy” | |||||||||||
言語 | ||||||||||||
言語 | jpn | |||||||||||
著者 |
古川, 徹生
× 古川, 徹生
WEKO
661
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抄録 | ||||||||||||
内容記述タイプ | Abstract | |||||||||||
内容記述 | Kohonen’s self-organizin map (SOM) is an architecture that generates a map of a given dataset. In this paper, a novel extension of SOM called SOM2 is proposed. The mapping objects of SOM2 are SOMs themselves,each of which represents a set of data vectors. Thus, the entire SOM2 represents a set of data distributions. In terms of topology, SOM2 organizes a homotopy rather than a map in self-organizing manner. SOM2 is expected to be a powerful tool for the classification, estimation and recongnition tasks relevant to nonlinear manifolds. | |||||||||||
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 62B, 号 4, p. 91-94, 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.22.0.24.0 | |||||||||||
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 | 自己組織化マップ | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | ホモトピー | |||||||||||
キーワード | ||||||||||||
主題Scheme | Other | |||||||||||
主題 | ファイバー束 | |||||||||||
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 | 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 | |||||||||||
著者所属 | ||||||||||||
九州工業大学大学院生命体工学研究科 | ||||||||||||
資料タイプ | ||||||||||||
内容記述タイプ | Other | |||||||||||
内容記述 | Conference Paper |