Nonpooling Convolutional Neural Network Forecasting for Seasonal Time Series With Trends.
Shuai LiuHong JiMorgan C. WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- convolutional neural network
- short term
- weather forecasting
- forecasting accuracy
- financial time series
- long term
- face detection
- stock market
- arma model
- chaotic time series
- box jenkins
- exponential smoothing
- forecasting model
- arima model
- short term prediction
- neural network
- mackey glass
- load forecasting
- moving average
- non stationary
- hybrid model
- exchange rate
- neural network model
- support vector regression
- multivariate time series
- dynamic time warping
- trend detection
- autoregressive
- turning points
- phase space reconstruction
- stock price
- garch model
- data mining tasks
- abnormal patterns
- medium term
- symbolic representation
- object detection
- computer vision