Imbalanced classification techniques for monsoon forecasting based on a new climatic time series.
Alicia Troncoso LoraP. RiberaGualberto Asencio-CortésI. VegaD. GallegoPublished in: Environ. Model. Softw. (2018)
Keyphrases
- weather forecasting
- forecasting accuracy
- financial time series
- arma model
- box jenkins
- short term
- exponential smoothing
- chaotic time series
- rare events
- forecasting model
- hybrid model
- arima model
- mackey glass
- stock market
- moving average
- garch model
- long term
- neural network model
- financial data
- support vector regression
- demand forecasting
- autoregressive
- imbalanced datasets
- long range
- turning points
- class imbalance
- exchange rate
- dynamic time warping
- phase space reconstruction
- bp neural network
- data mining tasks
- imbalanced data sets
- class distribution
- early warning
- medium term
- multivariate time series
- neural network
- short term prediction