Supervised variable clustering for classification of NIR spectra.
Catherine KrierDamien FrançoisFabrice RossiMichel VerleysenPublished in: ESANN (2009)
Keyphrases
- unsupervised learning
- supervised classification
- unsupervised classification
- hyperspectral images
- supervised learning
- clustering algorithm
- feature selection
- unsupervised clustering
- pattern recognition
- pattern classification
- classification accuracy
- machine learning
- cluster analysis
- clustering method
- classification scheme
- gene expression profiles
- feature extraction
- decision trees
- spectral clustering
- data clustering
- unsupervised feature selection
- classification method
- classification algorithm
- infrared
- machine learning algorithms
- self organizing maps
- training set
- support vector machine
- neural network
- support vector
- semi supervised classification
- pairwise
- clustering analysis
- semi supervised
- image classification
- classification models
- text classification
- hierarchical clustering
- text categorization
- support vector machine svm
- document clustering