Time-series forecasting using Bagging techniques and reservoir computing.
Sebastián BasterrechVáclav SnáselPublished in: SoCPaR (2013)
Keyphrases
- reservoir computing
- recurrent neural networks
- artificial neural networks
- ensemble methods
- ensemble learning
- neuro fuzzy
- random forests
- decision trees
- base classifiers
- feed forward
- neural network ensembles
- imbalanced data
- random forest
- ensemble selection
- neural network
- machine learning
- ensemble classification
- majority voting
- meta learning
- variance reduction
- voting methods
- tree ensembles
- training set
- decision tree classifiers
- randomized trees
- classifier ensemble
- ensemble members
- linear regression
- generalization ability