Exploring the opportunity of using machine learning to support the system dynamics method: Comment on the paper by Edali and Yücel
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DOI: 10.1002/sres.2764
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References listed on IDEAS
- Jim Duggan, 2018. "Input and output data analysis for system dynamics modelling using the tidyverse libraries of R," System Dynamics Review, System Dynamics Society, vol. 34(3), pages 438-461, June.
- Navid Ghaffarzadegan & Hazhir Rahmandad, 2020. "Simulation‐based estimation of the early spread of COVID‐19 in Iran: actual versus confirmed cases," System Dynamics Review, System Dynamics Society, vol. 36(1), pages 101-129, January.
- Lane, David & Husemann, Elke & Holland, Darren & Khaled, Abdul, 2019. "Understanding foodborne transmission mechanisms for Norovirus: A study for the UK's Food Standards Agency," European Journal of Operational Research, Elsevier, vol. 275(2), pages 721-736.
- John Sterman, 2018. "System dynamics at sixty: the path forward," System Dynamics Review, System Dynamics Society, vol. 34(1-2), pages 5-47, January.
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