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Titlebook: Support Vector Machines for Antenna Array Processing and Electromagnetics; Manel Martínez-Ramón,Christos Christodoulou Book 2006 Springer

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书目名称Support Vector Machines for Antenna Array Processing and Electromagnetics
编辑Manel Martínez-Ramón,Christos Christodoulou
视频video
丛书名称Synthesis Lectures on Computational Electromagnetics
图书封面Titlebook: Support Vector Machines for Antenna Array Processing and Electromagnetics;  Manel Martínez-Ramón,Christos Christodoulou Book 2006 Springer
描述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.
出版日期Book 2006
版次1
doihttps://doi.org/10.1007/978-3-031-01692-9
isbn_softcover978-3-031-00564-0
isbn_ebook978-3-031-01692-9Series ISSN 1932-1252 Series E-ISSN 1932-1716
issn_series 1932-1252
copyrightSpringer Nature Switzerland AG 2006
The information of publication is updating

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发表于 2025-3-22 00:00:40 | 显示全部楼层
Support Vector Machines for Antenna Array Processing and Electromagnetics978-3-031-01692-9Series ISSN 1932-1252 Series E-ISSN 1932-1716
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Synthesis Lectures on Computational Electromagneticshttp://image.papertrans.cn/t/image/882146.jpg
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Linear Support Vector Machines,r linear versions. We introduce some basic examples of classification and regression that can be easily reproduced by the reader with the provided code. Our aim is to make the reader understand the underlying ideas about the SVM.
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Other Applications in Electromagnetics,6] and in the intelligent alignment of waveguide filters. Moreover, SVMs have been used in the fault detection of digital microwave radio communication equipment and electrical machines [67]. Here we are going to show a couple of recent examples that have been used successfully in electromagnetics.
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