Selecting and combining models with self-organizing maps for long-term forecasting of chaotic time series.
Rigoberto Fonseca-DelgadoPilar Gómez-GilPublished in: IJCNN (2014)
Keyphrases
- self organizing maps
- short term
- long term
- chaotic time series
- prediction model
- model selection
- neural network model
- unsupervised learning
- neural network
- input data
- machine learning
- k means
- artificial neural networks
- feature extraction
- image segmentation
- learning algorithm
- support vector regression
- mathematical models