Organization
Universidad de Granada
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Dep. Arquitectura y Tecnología de Computadores, UGR
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ITISE 2018
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Topics
The topics of interest include, but are not limited to:
Time Series Analysis and Forecasting:
Nonparametric and functional methods
Vector processes
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 problem (finance, transportation, networks, meteorology, ehealth, environment, etc).
ITISE-2018. SPRINGER
Selected contributions of ITISE will be published in Springer series: Contributions to Statistics
IDRBT Journal of Banking Technology
Selected contributions of ITISE will be published in IDRBT Journal of Banking Technology
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