Digital signal processing with kernel methods / (Record no. 68624)
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000 -LEADER | |
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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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