Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano.
Ferdinando GiaccoAntonietta Maria EspositoSilvia ScarpettaFlora GiudicepietroMaria MarinaroPublished in: WIRN (2009)
Keyphrases
- automatic classification
- support vector
- signal processing
- learning machines
- seismic data
- large margin classifiers
- radial basis function
- multilayer perceptron
- neural network
- multi layer perceptron
- automatic detection
- cross validation
- artificial neural networks
- automatically classify
- logistic regression
- support vector machine
- loss function
- features extraction
- web page classification
- multi class
- independent component analysis
- kernel function
- kernel methods
- generalization ability
- model selection
- generalization bounds
- feature selection
- neural classifier
- multi layered perceptron
- radial basis function network
- spectral analysis
- multi class classification
- activation function
- support vectors
- rbf network
- basis functions
- training examples
- classification accuracy
- genetic algorithm
- machine learning