Book Chapter Details
Mandatory Fields
Mahmoud Elbattah and Owen Molloy
2018 May
Analytics and Knowledge Management
Analytics Using Machine Learning-Guided Simulations with Application toHealthcare Scenarios
CRC Press
In Press
Optional Fields
Recent trends towards data-driven methodsmay require a substantial rethinking of the process of developing simulation models. In this respect, the chapter aims to promotea discussion on the opportunities and potential for integrating simulation modeling with Machine Learning (ML) in particular. To provide a practical perspective, a realisticuse case related to healthcare is presented, wheresimulation models are developed andassisted by MLpredictions. In a broader sense, we aim to make the case that simulation models can be integrated with data-driven knowledge learnedby ML.
Grant Details
NUI Galway
Publication Themes