Digital signal processing with kernel methods / (Record no. 68624)

000 -LEADER
fixed length control field 03467cam a2200649Ii 4500
001 - CONTROL NUMBER
control field on1004376608
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220711203307.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 170918s2018 nju ob 001 0 eng
019 ## -
-- 1017489244
-- 1017598931
-- 1031279368
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118705827
-- (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118705823
-- (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781118705810
-- (electronic bk. ;
-- oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 1118705815
-- (electronic bk. ;
-- oBook)
029 1# - (OCLC)
OCLC library identifier AU@
System control number 000061573079
029 1# - (OCLC)
OCLC library identifier CHNEW
System control number 000979922
029 1# - (OCLC)
OCLC library identifier CHVBK
System control number 507395727
037 ## -
-- CL0500000956
-- Safari Books Online
082 04 - CLASSIFICATION NUMBER
Call Number 621.382/20285
100 1# - AUTHOR NAME
Author Rojo-Álvarez, José Luis,
245 10 - TITLE STATEMENT
Title Digital signal processing with kernel methods /
250 ## - EDITION STATEMENT
Edition statement First edition.
300 ## - PHYSICAL DESCRIPTION
Number of Pages 1 online resource
505 0# - FORMATTED CONTENTS NOTE
Remark 2 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.
520 ## - SUMMARY, ETC.
Summary, etc Offering example applications and detailed benchmarking experiments with real and synthetic datasets throughout, this book provides a comprehensive overview of kernel methods in signal processing, without restriction to any application field. --
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Digital techniques.
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Mechanical.
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Digital techniques.
700 1# - AUTHOR 2
Author 2 Martínez-Ramón, Manel,
700 1# - AUTHOR 2
Author 2 Muñoz Marí, Jordi,
700 1# - AUTHOR 2
Author 2 Camps-Valls, Gustavo,
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://doi.org/10.1002/9781118705810
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- Hoboken, NJ :
-- Wiley,
-- 2018.
264 #4 -
-- ©2018
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
588 0# -
-- Online resource; title from PDF title page (EBSCO, viewed January 10, 2018).
520 ## - SUMMARY, ETC.
-- Edited summary from book.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Signal processing
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1
-- TECHNOLOGY & ENGINEERING
650 #7 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Signal processing
-- (OCoLC)fst01118285
994 ## -
-- 92
-- DG1

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