A Method for Selecting Learning Data in the Prediction of Time Series with Explanatory Variables Using Neural Networks.
Hisashi ShimodairaPublished in: IEA/AIE (1996)
Keyphrases
- synthetic data
- prior knowledge
- neural network
- input data
- explanatory variables
- data sets
- statistical methods
- learned models
- neural nets
- statistical analysis
- data points
- regression analysis
- data mining techniques
- bp neural network
- learning process
- predictive model
- training process
- prediction model
- machine learning methods
- cross validation
- supervised learning
- support vector machine
- artificial neural networks
- missing data
- support vector machine svm
- neural network model
- model selection
- training data
- knowledge discovery
- probability distribution
- high dimensional
- multivariate time series
- moving average
- regression coefficients
- exponential smoothing