Research on trend prediction of component stock in fuzzy time series based on deep forest.
Peng LiHengwen GuLili YinBenling LiPublished in: CAAI Trans. Intell. Technol. (2022)
Keyphrases
- financial time series
- stock market
- turning points
- stock price
- fuzzy sets
- moving average
- exponential smoothing
- stock data
- fuzzy logic
- prediction accuracy
- box jenkins
- logic rules
- prediction model
- fuzzy numbers
- prediction algorithm
- chaotic time series
- fuzzy set theory
- short term
- membership functions
- non stationary
- stock market data
- dynamic time warping
- fuzzy rules
- stock trading
- autoregressive integrated moving average
- deep learning
- short term prediction
- grey model
- symbolic representation
- extreme values
- subsequence matching
- financial markets
- financial data
- similarity measure