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020 _a9783031016929
024 7 _a10.1007/978-3-031-01692-9
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aTK7871.6
_b2006 EB
100 1 _aMartínez-Ramón, Manel,
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9686796
_d1968-
245 1 0 _aSupport Vector Machines for Antenna Array Processing and Electromagnetics
_cby Manel Martínez-Ramón, Christos Christodoulou
250 _a1st edition 2006
264 1 _aCham
_bSpringer International Publishing
_c2006
300 _a1 recurso en línea (IX, 110 páginas)
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
490 0 _aSynthesis Lectures on Computational Electromagnetics
_x1932-1716
505 0 _aIntroduction -- 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 _aSupport 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.
988 _aSynthesis Collection of Technology_2006
650 7 _2embne
_9166090
_aAprendizaje automático
650 7 _2embne
_9142349
_aAnálisis multivariante
650 7 _2embne
_9150608
_aProceso de señales
_xMétodos estadísticos
700 1 _aChristodoulou, Christos G.,
_eautor
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_9686705
_d1955-
776 0 8 _iPrinted edition:
_z9783031005640
776 0 8 _iPrinted edition:
_z9783031028205
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-01692-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b02/2023
_dz
_esc
_zSI