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Support Vector Machines for Antenna Array Processing and Electromagnetics (Synthesis Lectures on Computational Electromagnetics Lecture) by Manel Martínez-Ramón, Christos Christodoulou, Manuel Martinez-Ramon, Manel Martinez Ramon is a nonfiction available to read on EtoBox.

What is Support Vector Machines for Antenna Array Processing and Electromagnetics (Synthesis Lectures on Computational Electromagnetics Lecture) about?

Книга Support Vector Machines for Antenna Array Processing and Electromagnetics Support Vector Machines for Antenna Array Processing and ElectromagneticsКниги English литература Автор: Christos Christodoulou, Manel Martinez Ramon Год издания: 2006 Формат: pdf Издат.:Morgan and Claypool Publishers Страниц: 120 Размер: 2,8 ISBN: 159829024X Язык: Английский0 (голосов: 0) Оценка:Since the 1990s there has been significant activity in the theoretical development and applications of Support Vector Machines (SVMs). The theory of SVMs is based on the cross-pollenization of optimization theory, statistical learning, kernel theory, and algorithmics. So far, machine learning has largely been devoted to solving problems relating to data mining, text categorization, and pattern/facial recognition, but less so in the field of electromagnetics. Recently, popular binary machine learning algorithms, including support vector machines (SVM), have successfully been applied to wireless communication problems, notably spread spectrum receiver design and channel equalization. The aim of this book is to gently introduce SVMs in their linear and non linear forms, both as regressors and as classifiers, and t

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Author
Manel Martínez-Ramón, Christos Christodoulou, Manuel Martinez-Ramon, Manel Martinez Ramon
Publisher
Springer Science and Business Media LLC
Published
2006
Language
EN
ISBN
9781598290240
Category
nonfiction
Subjects
Engineering, Mathematics, Technology

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