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Digital signal processing with kerne...

Rojo-Álvarez, José Luis, (1972-)

Digital signal processing with kernel methods

Record Type:	Electronic resources : Monograph/item
Title/Author:	Digital signal processing with kernel methodsJosé Luis Rojo-Álvarez ... [et al.]
other author:	Rojo-Álvarez, José Luis,
Published:	Hoboken, NJ :John Wiley & Sons :2018.
Description:	1 online resource.
Subject:	Signal processingDigital techniques.
Online resource:	https://onlinelibrary.wiley.com/doi/book/10.1002/9781118705810
ISBN:	9781118705810$q(electronic bk. ;$qoBook)

Digital signal processing with kernel methods
Digital signal processing with kernel methods[electronic resource] /José Luis Rojo-Álvarez ... [et al.] - 1st ed. - Hoboken, NJ :John Wiley & Sons :2018. - 1 online resource.

Includes bibliographical references and index.

From signal processing to machine learning -- Introduction to digital signal processing -- Signal processing models -- Kernel functions and reproducing kernel hilbert spaces -- A SVM signal estimation framework -- Reproducing kernel hilbert space models for signal processing -- Dual signal models for signal processing -- Advances in kernel regression and function approximation -- Adaptive kernel learning for signal processing -- SVM and kernel classification algorithms -- Clustering and anomaly detection with kernels -- Kernel feature extraction in signal processing.

ISBN: 9781118705810$q(electronic bk. ;$qoBook)

LCCN: 2017044705Subjects--Topical Terms:

182126
Signal processing
--Digital techniques.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382/20285

Digital signal processing with kernel methods
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020 $a 9781118705810$q(electronic bk. ;$qoBook)
020 $a 1118705815$q(electronic bk. ;$qoBook)
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020 $z 9781118705834
020 $z 1118705823
020 $z 9781118611791
020 $z 1118705831
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050 4 $a TK5102.9
082 0 4 $a 621.382/20285 $2 23
245 0 0 $a Digital signal processing with kernel methods $h [electronic resource] / $c José Luis Rojo-Álvarez ... [et al.]
250 $a 1st ed.
260 $a Hoboken, NJ : $b John Wiley & Sons : $b IEEE, $c 2018.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
505 0 $a From signal processing to machine learning -- Introduction to digital signal processing -- Signal processing models -- Kernel functions and reproducing kernel hilbert spaces -- A SVM signal estimation framework -- Reproducing kernel hilbert space models for signal processing -- Dual signal models for signal processing -- Advances in kernel regression and function approximation -- Adaptive kernel learning for signal processing -- SVM and kernel classification algorithms -- Clustering and anomaly detection with kernels -- Kernel feature extraction in signal processing.
588 0 $a Online resource; title from PDF title page (viewed January 10, 2018)
650 0 $a Signal processing $x Digital techniques. $3 182126
700 1 $a Rojo-Álvarez, José Luis, $d 1972- $3 814217
856 4 0 $u https://onlinelibrary.wiley.com/doi/book/10.1002/9781118705810