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