WEKO3
アイテム
Self-Organizing Map with Distance Measure Defined by Data Distribution
http://hdl.handle.net/10228/2589
http://hdl.handle.net/10228/2589efdebd74-4b32-4523-9640-553d4a957b2f
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
WAC2008.pdf (343.2 kB)
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| アイテムタイプ | 学術雑誌論文 = Journal Article(1) | |||||||||||||
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| 公開日 | 2009-11-24 | |||||||||||||
| 資源タイプ | ||||||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||
| 資源タイプ | journal article | |||||||||||||
| タイトル | ||||||||||||||
| タイトル | Self-Organizing Map with Distance Measure Defined by Data Distribution | |||||||||||||
| 言語 | ||||||||||||||
| 言語 | eng | |||||||||||||
| 著者 |
堀尾, 恵一
× 堀尾, 恵一
WEKO
6199
× Koga, Takanori× 山川, 烈 |
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| 抄録 | ||||||||||||||
| 内容記述タイプ | Abstract | |||||||||||||
| 内容記述 | In this paper, a new distance measure for learning improvement of self-organizing map is described. The new distance measure is defined based on data distribution, thus it can be efficiently used for real application, in which data is often distributed in nonlinear manifold. The authors have reported graph-based distance, but it requires high computation performance. To reduce computational cost, we define energy function in data space, and distance is calculated using energy function. Experimental results using simple data show effectiveness of the proposed method. | |||||||||||||
| 備考 | ||||||||||||||
| 内容記述タイプ | Other | |||||||||||||
| 内容記述 | 2008 World Automation Congress (WAC 2008), 28 September-2 October, 2008, Waikoloa, HI, USA | |||||||||||||
| 書誌情報 |
2008 World Automation Congress p. 1-6, 発行日 2008-12-09 |
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| 出版社 | ||||||||||||||
| 出版者 | Institute of Electrical and Electronics Engineers | |||||||||||||
| ISBN | ||||||||||||||
| 識別子タイプ | ISBN | |||||||||||||
| 関連識別子 | 978-1-889335-38-4 | |||||||||||||
| ISBN | ||||||||||||||
| 識別子タイプ | ISBN | |||||||||||||
| 関連識別子 | 978-1-889335-37-7 | |||||||||||||
| ISSN | ||||||||||||||
| 収録物識別子タイプ | ISSN | |||||||||||||
| 収録物識別子 | 2154-4824 | |||||||||||||
| 著作権関連情報 | ||||||||||||||
| 権利情報 | ©2008 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Self-Organizing Map | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Distance Measure | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Energy Function | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Data Distribution | |||||||||||||
| キーワード | ||||||||||||||
| 主題Scheme | Other | |||||||||||||
| 主題 | Nonlinear Manifold | |||||||||||||
| 出版タイプ | ||||||||||||||
| 出版タイプ | VoR | |||||||||||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||||||||||
| 査読の有無 | ||||||||||||||
| 値 | yes | |||||||||||||
| 業績ID | ||||||||||||||
| 値 | 04BFB285156B2D8F4925765D000A9DCF | |||||||||||||
| 情報源 | ||||||||||||||
| 識別子タイプ | URI | |||||||||||||
| 関連識別子 | https://ieeexplore.ieee.org/document/4698959 | |||||||||||||
| 関連名称 | https://ieeexplore.ieee.org/document/4698959 | |||||||||||||
