February 2018
Intermediate to advanced
672 pages
22h 55m
English
book
Digital Signal Processing with Kernel Methods
by Jose Luis Rojo-Alvarez, Manel Martinez-Ramon, Jordi Munoz-Mari, Gustau Camps-Valls
Content preview from Digital Signal Processing with Kernel Methods
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List of Abbreviations
- ACD
- anomalous change detection
- AL
- active learning
- ALD
- approximate linear dependency
- AP
- access point
- AR
- autoregressive
- ARCH
- autoregressive conditional heteroscedasticity
- ARMA
- autoregressive and moving average
- ARX
- autoregressive exogenous
- AUC
- area under the (ROC) curve
- AVIRIS
- Airborne Visible Infrared Imaging Spectrometer
- BCI
- brain–computer interface
- BER
- bit error rate
- BG
- Bernouilli–Gaussian
- BRT
- bootstrap resampling techniques
- BSS
- blind source separation
- BT
- breaking ties
- CCA
- canonical correlation analysis
- CDMM
- color Doppler M mode
- CESNI
- continuous‐time equivalent system for nonuniform interpolation
- CG
- conjugate gradient
- CI
- confidence interval
- CNS
- cardiac navigation system
- COCO
- constrained covariance
- CS
- compressive sensing
- CV
- cross‐validation
- DCT
- discrete cosine transform
- DFT
- discrete Fourier transform
- DMGF
- double modulated Gaussian function
- DOA
- direction of arrival
- DSM
- dual signal model
- DSP
- digital signal processing
- DWT
- discrete wavelet transform
- EAM
- electroanatomical map
- EC
- elliptically contoured
- ECG
- electrocardiogram
- EEC
- error correction code
- EEG
- electroencephalogram
- EM
- expectation–maximization
- ESD
- energy spectral density
- FB‐KRLS
- fixed budget kernel recursive least squares
- FFT
- fast Fourier transform
- FIR
- finite impulse response
- FT
- Fourier transform
- GM
- Gaussian mixture
- GMM
- Gaussian mixture model
- GP
- Gaussian process
- GPR
- Gaussian process regression
- GRNN
- generalized regression neural network
- HRCN
- high reliability ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.