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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 |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2006.
|
| Edición: | 1st ed. 2006. |
| Colección: | Synthesis Lectures on Computational Electromagnetics,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-01692-9 | ||
| 003 | DE-He213 | ||
| 005 | 20220601135216.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 220601s2006 sz | s |||| 0|eng d | ||
| 020 | |a 9783031016929 |9 978-3-031-01692-9 | ||
| 024 | 7 | |a 10.1007/978-3-031-01692-9 |2 doi | |
| 050 | 4 | |a T1-995 | |
| 072 | 7 | |a TBC |2 bicssc | |
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| 072 | 7 | |a TBC |2 thema | |
| 082 | 0 | 4 | |a 620 |2 23 |
| 100 | 1 | |a Martínez-Ramón, Manel. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Support Vector Machines for Antenna Array Processing and Electromagnetics |h [electronic resource] / |c by Manel Martínez-Ramón, Christos Christodoulou. |
| 250 | |a 1st ed. 2006. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2006. | |
| 300 | |a IX, 110 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Synthesis Lectures on Computational Electromagnetics, |x 1932-1716 | |
| 505 | 0 | |a 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. | |
| 520 | |a 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 robustness against noise and interferences. This book introduces a set of novel techniques based on SVM that are applied to antenna array processing and electromagnetics. In particular, it introduces methods for linear and nonlinear beamforming and parameter design for arrays and electromagnetic applications. | ||
| 650 | 0 | |a Engineering. | |
| 650 | 0 | |a Electrical engineering. | |
| 650 | 0 | |a Telecommunication. | |
| 650 | 1 | 4 | |a Technology and Engineering. |
| 650 | 2 | 4 | |a Electrical and Electronic Engineering. |
| 650 | 2 | 4 | |a Microwaves, RF Engineering and Optical Communications. |
| 700 | 1 | |a Christodoulou, Christos. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783031005640 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031028205 |
| 830 | 0 | |a Synthesis Lectures on Computational Electromagnetics, |x 1932-1716 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-031-01692-9 |z Texto Completo |
| 912 | |a ZDB-2-SXSC | ||
| 950 | |a Synthesis Collection of Technology (R0) (SpringerNature-85007) | ||