A Method of Selecting Similar Learning Data Based on Correlation Coefficients in the Prediction of Time Series Using Neural Networks.
Hisashi ShimodairaPublished in: IEA/AIE (1995)
Keyphrases
- correlation coefficient
- correlation analysis
- synthetic data
- prior knowledge
- neural network
- input data
- statistical methods
- missing data
- prediction model
- noisy data
- objective function
- data sets
- predictive model
- reinforcement learning
- training data
- supervised learning
- neural nets
- machine learning
- missing values
- bayesian methods
- learned models
- principal components
- clustering method
- feature set
- data points
- artificial neural networks
- computer vision