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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...
| Call Number: | Libro Electrónico |
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| Main Authors: | , |
| Corporate Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Cham :
Springer International Publishing : Imprint: Springer,
2006.
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| Edition: | 1st ed. 2006. |
| Series: | Synthesis Lectures on Computational Electromagnetics,
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| Subjects: | |
| Online Access: | Texto Completo |
Table of Contents:
- 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.