Random forests-based extreme learning machine ensemble for multi-regime time series prediction.
Lin LinFang WangXiaolong XieShisheng ZhongPublished in: Expert Syst. Appl. (2017)
Keyphrases
- random forests
- extreme learning machine
- ensemble methods
- random forest
- decision trees
- logistic regression
- feedforward neural networks
- feed forward neural networks
- support vector regression
- neural network
- machine learning algorithms
- decision tree ensembles
- hidden nodes
- recurrent neural networks
- artificial neural networks
- gaussian processes
- neuro fuzzy
- activation function
- back propagation
- function approximation
- ensemble learning
- data sets
- moving average
- image segmentation
- model selection
- neural network model
- machine learning methods
- support vector machine
- autoregressive
- feature selection
- learning algorithm
- cross validation
- machine learning
- prediction accuracy