Nonparametric and functional methods

• Probabilistic approaches to modeling macroeconomic uncertainties

• Uncertainties in forecasting processes

• Nonstationarity

• Forecasting with Many Models. Model integration

• Forecasting theory and adjustment

• Ensemble forecasting

• Forecasting performance evaluation

• Interval forecasting

• Data preprocessing methods: Data decomposition, seasonal adjustment, singular spectrum analysis, detrending methods, etc.

Econometric and Forecasting

• Econometric models

• Economic and econometric forecasting

• Real macroeconomic monitoring and forecasting

• Advanced econometric methods

Advanced methods and on-line learning in time series

• Adaptivity for stochastic models

• On-line machine learning for forecasting

• Aggregation of predictors

• Hierarchical forecasting

• Forecasting with computational intelligence

• Time series analysis with computational intelligence

• Integration of system dynamics and forecasting models

High Dimension and Complex/Big Data

• Local vs global forecasts

• Dimension reduction techniques

• Multiscaling

• Forecasting Complex/Big data

Forecasting in real problems

• Health forecasting

• Atmospheric science forecasting

• Telecommunication forecasting

• Hydrological forecasting

• Traffic forecasting

• Tourism forecasting

• Marketing forecasting

• Modelling and forecasting in power markets

• Energy forecasting

• Climate forecasting

• Financial forecasting and risk analysis

• Forecasting electricity load and prices

• Forecasting and planning systems

• Applications in real problems