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Support Vector Machines for Antenna Array Processing and Electromagnetics
Support Vector Machines (SVM) were introduced in the early 90's as a novel nonlinear solution for classification and regression tasks. These techniques have been proved to have superior performances in a large variety of real world applications due to their generalization abilities and robustne...
| Clasificación: | Libro Electrónico |
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| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2006.
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| Edición: | 1st ed. 2006. |
| Colección: | Synthesis Lectures on Computational Electromagnetics,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Introduction
- Linear Support Vector Machines
- Nonlinear Support Vector Machines
- Advanced Topics
- Support Vector Machines for Beamforming
- Determination of Angle of Arrival
- Other Applications in Electromagnetics.