Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines.
Manuel Dorado-MorenoAntonio Manuel Durán-RosalDavid Guijo-RubioPedro Antonio GutiérrezLuis PrietoSancho Salcedo-SanzCésar Hervás-MartínezPublished in: CAEPIA (2016)
Keyphrases
- multi class
- large margin classifiers
- reservoir computing
- wind power
- support vector
- support vector machine
- multi class classification
- binary classification
- recurrent neural networks
- learning machines
- wind speed
- prediction accuracy
- neuro fuzzy
- pairwise
- cost sensitive
- feature selection
- multiclass problems
- power generation
- neural network
- multiclass classification
- electricity markets
- learning algorithm
- artificial neural networks
- perceptron algorithm
- power system
- maximum margin
- generalization ability
- prediction model
- support vector machine svm
- feature vectors
- classification accuracy
- generalization bounds
- wind turbine
- computational intelligence
- soft margin
- hyperplane