A method of selecting learning data in the prediction of time series with explanatory variables using neural networks.
Hisashi ShimodairaPublished in: ICNN (1995)
Keyphrases
- cluster analysis
- clustering method
- unsupervised learning
- data analysis
- data mining techniques
- explanatory variables
- regression analysis
- factor analysis
- synthetic data
- neural network
- input data
- data sets
- prior knowledge
- neural nets
- statistical methods
- discriminant analysis
- predictive model
- learning algorithm
- learned models
- learning process
- pattern recognition
- missing data
- reinforcement learning
- chaotic time series
- exponential smoothing
- probability distribution
- multivariate time series
- training data
- prediction model
- statistical analysis