Advances in Self-Organising Maps / by Nigel Allinson, Hujun Yin, Lesley Allinson, Jon Slack
| データ種別 | 電子書籍 |
|---|---|
| 出版者 | London : Springer London |
| 出版年 | 2001 |
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| 書誌ID | OB01023123 |
|---|---|
| 本文言語 | 英語 |
| 一般注記 | License restrictions may limit access Summary: The Self-Organising Map (SOM), with its related techniques, is one of the most popular and powerful concepts for unsupervised pattern recognition and data visualisation. Over 3,000 applications have been reported in the open literature, and many commercial projects employ the SOM as the tool for tackling real-world problems. This volume is a complete record of the Third Workshop on Self-Organising Maps, which brought together the leading international researchers and users for an intensive three-day meeting in Lincoln, UK, and so represents the very latest developments in both theory and application of SOMs and associated approaches. Topics covered include: - Pattern recognition and data clustering; - Unsupervised learning using SOMs and other techniques; - Data visualisation; - Commercial and financial applications; - Multi-dimensional signal processing; - Component and system design and condition monitoring |
| 著者標目 | *Allinson, Nigel Yin, Hujun Allinson, Lesley Slack, Jon SpringerLink (Online service) |
| 件 名 | LCSH:Computer science LCSH:Computer vision LCSH:Optical pattern recognition FREE:Computer Science FREE:Pattern Recognition FREE:Image Processing and Computer Vision |
| 分 類 | LCC:Q337.5 LCC:TK7882.P3 DC23:006.4 |
| 巻冊次 | ISBN:9781447107156 RefWorks出力（各巻） print ; ISBN:9781852335113 RefWorks出力（各巻） |
| 資料種別 | 機械可読データファイル |
| 所蔵情報へのリンク | Advances in self-organising maps / Nigel Allinson ... [et al.] |
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※2020年8月16日以降