Support Vector Machines for Antenna Array Processing and Electromagnetics (Record no. 85784)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02858nam a22005175i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-031-01692-9 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240730164557.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 220601s2006 sz | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783031016929 |
| -- | 978-3-031-01692-9 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 620 |
| 100 1# - AUTHOR NAME | |
| Author | Martínez-Ramón, Manel. |
| 245 10 - TITLE STATEMENT | |
| Title | Support Vector Machines for Antenna Array Processing and Electromagnetics |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2006. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | IX, 110 p. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Synthesis Lectures on Computational Electromagnetics, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 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 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 700 1# - AUTHOR 2 | |
| Author 2 | Christodoulou, Christos. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-01692-9 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2006. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
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| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Electrical engineering. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Telecommunication. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Technology and Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Electrical and Electronic Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Microwaves, RF Engineering and Optical Communications. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 1932-1716 |
| 912 ## - | |
| -- | ZDB-2-SXSC |
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