Probabilistic Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizons for Obtaining Plausible Predictions.
Shuichi KurogiMitsuki ToidaniRyosuke ShigematsuKazuya MatsuoPublished in: ICONIP (3) (2015)
Keyphrases
- chaotic time series
- phase space
- short term
- mackey glass
- neural network
- recurrent neural networks
- rbf network
- phase space reconstruction
- similarity measure
- chaotic systems
- long term
- dynamic behavior
- bayesian networks
- back propagation neural network
- probabilistic model
- prediction model
- radial basis function
- dynamical systems
- feed forward neural networks
- back propagation