Employing Evolutionary Algorithms for Classification of Astrophysical Spectra.
David BednárekMartin KrulisJakub YaghobFilip ZavoralPublished in: ITAT (2014)
Keyphrases
- evolutionary algorithm
- image classification
- automatic classification
- support vector machine
- classification algorithm
- evolutionary computation
- multi objective
- classification accuracy
- feature selection
- classification method
- text classification
- hyperspectral images
- machine learning
- feature extraction
- pattern recognition
- support vector
- fitness function
- pattern classification
- classification rules
- hyperspectral data
- unsupervised learning
- feature space
- svm classifier
- support vector machine svm
- optimization problems
- principal component analysis
- supervised learning
- classification models
- multi objective optimization
- multi class
- classification rate
- classification process
- training set
- rule learning