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Digital signal processing with kernel methods / by Dr. José Luis Rojo-Álvarez, Dr. Manel Martínez-Ramón, Dr. Jordi Muñoz-Marí, Dr. Gustau Camps-Valls.
| Author/creator | Rojo-Álvarez, José Luis, 1972- |
| Other author | Martínez-Ramón, Manel, 1968- |
| Other author | Muñoz Marí, Jordi. |
| Other author | Camps-Valls, Gustavo, 1972- |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Hoboken, NJ : John Wiley & Sons, 2017. |
| Description | pages cm |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Contents | 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. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2017033418 |
| ISBN | 9781118611791 (cloth) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |