Forecasting with time series imaging.
Xixi LiYanfei KangFeng LiPublished in: Expert Syst. Appl. (2020)
Keyphrases
- weather forecasting
- forecasting accuracy
- financial time series
- box jenkins
- arma model
- exponential smoothing
- forecasting model
- short term
- chaotic time series
- image processing
- multivariate time series
- hybrid model
- stock market
- phase space reconstruction
- high resolution
- mackey glass
- demand forecasting
- medical imaging
- dynamic time warping
- imaging systems
- neural network model
- autoregressive
- autoregressive model
- garch model
- arima model
- bp neural network
- long term
- imaging process
- computer vision
- exchange rate
- non stationary
- image analysis
- artificial neural networks
- subsequence matching
- synthetic aperture
- moving average
- financial data
- data mining tasks
- temporal patterns
- prediction model
- data acquisition
- medium term
- neural network
- short term prediction
- atomic force microscopy