GATE: A guided approach for time series ensemble forecasting.
Md. Rasel SarkarSreenatha G. AnavattiTanmoy DamMd Meftahul FerdausMurat TahtaliSavitha RamasamyMahardhika PratamaPublished in: Expert Syst. Appl. (2024)
Keyphrases
- weather forecasting
- forecasting accuracy
- financial time series
- arma model
- short term
- box jenkins
- chaotic time series
- exponential smoothing
- ensemble learning
- neural network
- mackey glass
- long term
- hybrid model
- random forests
- forecasting model
- random forest
- stock market
- ensemble methods
- autoregressive
- support vector regression
- bp neural network
- non stationary
- turning points
- phase space reconstruction
- base classifiers
- exchange rate
- arima model
- demand forecasting
- nano scale
- learning algorithm
- moving average
- short term prediction
- data sets
- garch model
- multivariate time series
- neural network model
- ensemble members
- load forecasting
- subsequence matching
- financial data
- classifier ensemble
- ensemble classifier
- stock price
- dynamic time warping
- prediction model
- anomaly detection
- chronic hepatitis
- artificial neural networks
- training set