Use of neural networks for predictions using time series: Illustration with the El Niño Southern oscillation phenomenon.
Olivier MaasJean-Philippe BoulangerSylvie ThiriaPublished in: Neurocomputing (2000)
Keyphrases
- neural network
- short term prediction
- description logics
- pattern recognition
- artificial neural networks
- neural network model
- short term
- fuzzy logic
- self organizing maps
- feed forward
- dynamic time warping
- subsequence matching
- symbolic representation
- chaotic time series
- network architecture
- radial basis function
- moving average
- fuzzy systems
- multi layer
- recurrent neural networks
- back propagation
- adaptive resonance theory
- data sets
- abnormal patterns
- genetic algorithm
- multivariate time series
- feedforward neural networks
- data mining tasks
- stock market
- training data
- decision trees