Siroos Shahriari
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View article: Modelling time series with temporal and spatial correlations in transport planning using hierarchical ARIMA-copula Model: A Bayesian approach
Modelling time series with temporal and spatial correlations in transport planning using hierarchical ARIMA-copula Model: A Bayesian approach Open
View article: Integrating a computable general equilibrium model with the four-step framework
Integrating a computable general equilibrium model with the four-step framework Open
In the transport policy development process, four-step models are commonly used to estimate transport costs and flows based on representations of travel demands and networks. However, these models typically do not account for broader chang…
View article: COVIDSpread: real-time prediction of COVID-19 spread based on time-series modelling
COVIDSpread: real-time prediction of COVID-19 spread based on time-series modelling Open
A substantial amount of data about the COVID-19 pandemic is generated every day. Yet, data streaming, while considerably visualized, is not accompanied with modelling techniques to provide real-time insights. This study introduces a unifie…
View article: Real-time time-series modelling for prediction of COVID-19 spread and intervention assessment
Real-time time-series modelling for prediction of COVID-19 spread and intervention assessment Open
Substantial amount of data about the COVID-19 pandemic is generated every day. Yet, data streaming, while considerably visualized, is not accompanied with advanced modelling techniques to provide real-time insights. This study introduces a…