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Improved prediction of biomass composition for switchgrass using reproducing kernel methods with wavelet compressed FT-NIR spectra.
Jong In Park
Lu Liu
X. Philip Ye
Myong K. Jeong
Youngseon Jeong
Published in:
Expert Syst. Appl. (2012)
Keyphrases
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kernel methods
kernel function
support vector
prediction accuracy
learning problems
feature space
support vector machine
machine learning
kernel matrix
multiple kernel learning
kernel pca
multiple kernel
prediction model
neural network
graph kernels
reproducing kernel hilbert space
kernel fisher discriminant analysis
kernel matrices
gaussian kernel
multiscale
wavelet transform
kernel learning
image processing
denoising
principal component analysis
high dimensional feature space