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Digital signal processing with kernel methods /
| 1. Verfasser: | |
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| Weitere Verfasser: | , , |
| Format: | Printed Book |
| Veröffentlicht: |
Wiley
2018
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| Ausgabe: | First edition. |
| Schlagworte: |
Inhaltsangabe:
- 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.