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Kernel Methods for Pattern Analysis
Shawe-Taylor, John (University of Southampton)
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Kernel Methods for Pattern Analysis
Shawe-Taylor, John (University of Southampton)
The kernel functions methodology described here provides a powerful and unified framework for disciplines ranging from neural networks and pattern recognition to machine learning and data mining. This book provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be implemented, suitable for standard pattern discovery problems.
478 pages, 6 tables
| Media | Bøker Innbunden bok (Bok med hard rygg og stivt omslag) |
| Utgitt | 28. juni 2004 |
| ISBN13 | 9780521813976 |
| Utgivere | Cambridge University Press |
| Antall sider | 478 |
| Mål | 179 × 248 × 26 mm · 988 g |
| Språk | Engelsk |