A New Method for Futures Price Trends Forecasting Based on BPNN and Structuring Data.
Weijun LuChao GengDunshan YuPublished in: IEICE Trans. Inf. Syst. (2019)
Keyphrases
- synthetic data
- test data
- input data
- data sets
- statistical methods
- significant improvement
- noisy data
- missing data
- information loss
- preprocessing
- prior knowledge
- training samples
- bp neural network
- prior information
- missing values
- classification method
- data collection
- support vector machine
- similarity measure
- data analysis
- pairwise
- back propagation neural network
- forecasting model
- predictive model
- decision trees
- prediction model
- data structure
- database
- artificial neural networks
- data sources
- image data
- detection method
- support vector machine svm