Classifying NIR spectra of textile products with kernel methods.
Y. LangeronMichel DoussotDavid J. HewsonJacques DuchênePublished in: Eng. Appl. Artif. Intell. (2007)
Keyphrases
- kernel methods
- kernel function
- learning problems
- support vector
- machine learning
- feature space
- hyperspectral images
- support vector machine
- kernel matrix
- learning tasks
- reproducing kernel hilbert space
- multiple kernel
- short wave
- similarity function
- data sets
- kernel matrices
- multiple kernel learning
- kernel pca
- kernel parameters
- infrared
- principal component analysis
- kernel learning
- positive semidefinite
- kernel ridge regression
- reproducing kernel