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Digital signal processing with kernel methods /
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. --
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, NJ :
Wiley,
2017.
|
| Edición: | First edition. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Rojo-Álvarez, José Luis, |d 1972- |e author. | |
| 245 | 1 | 0 | |a Digital signal processing with kernel methods / |c by Dr. José Luis Rojo-Álvarez, Dr. Manel Martínez-Ramón, Dr. Jordi Muñoz-Marí, Dr. Gustau Camps-Valls. |
| 250 | |a First edition. | ||
| 264 | 1 | |a Hoboken, NJ : |b Wiley, |c 2017. | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 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 Print version record and CIP data provided by publisher. | |
| 520 | |a 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. -- |c Edited summary from book. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Signal processing |x Digital techniques. | |
| 650 | 6 | |a Traitement du signal |x Techniques numériques. | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Mechanical. |2 bisacsh | |
| 650 | 7 | |a Signal processing |x Digital techniques |2 fast | |
| 700 | 1 | |a Martínez-Ramón, Manel, |d 1968- |e author. | |
| 700 | 1 | |a Muñoz Marí, Jordi, |e author. | |
| 700 | 1 | |a Camps-Valls, Gustavo, |d 1972- |e author. | |
| 776 | 0 | 8 | |i Print version: |a Rojo-Álvarez, José Luis, 1972- |t Digital signal processing with kernel methods. |b First edition. |d Hoboken, NJ : John Wiley & Sons, 2017 |z 9781118611791 |w (DLC) 2017033418 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781118611791/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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