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Support Vector Machines /
Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Chapman and Hall/CRC,
2012.
|
| Edición: | 1st edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Deng, Naiyang, |e author. | |
| 245 | 1 | 0 | |a Support Vector Machines / |c Deng, Naiyang. |
| 250 | |a 1st edition. | ||
| 264 | 1 | |b Chapman and Hall/CRC, |c 2012. | |
| 300 | |a 1 online resource (363 pages) | ||
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| 520 | |a Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems. The book emphasizes the close connection between optimization theory and SVMs since optimization is one of the pillars on which. | ||
| 542 | |f Copyright © Chapman and Hall/CRC 2013 |g 2013 | ||
| 550 | |a Made available through: Safari, an O'Reilly Media Company. | ||
| 588 | |a Online resource; Title from title page (viewed December 17, 2012) | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Mathematical optimization. | |
| 650 | 0 | |a Support vector machines. | |
| 650 | 6 | |a Machines à vecteurs supports. | |
| 650 | 6 | |a Optimisation mathématique. | |
| 650 | 7 | |a Mathematical optimization. |2 fast |0 (OCoLC)fst01012099 | |
| 650 | 7 | |a Support vector machines. |2 fast |0 (OCoLC)fst01747369 | |
| 700 | 1 | |a Tian, Yingjie, |e author. | |
| 700 | 1 | |a Zhang, Chunhua, |e author. | |
| 710 | 2 | |a Safari, an O'Reilly Media Company. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781439857939/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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