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
USA
In Press
1
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.
9781138630260
https://www.crcpress.com/Analytics-and-Knowledge-Management/Hawamdeh-Chang/p/book/9781138630260
277
324
10.1201/9781315209555-10
Grant Details
NUI Galway
Publication Themes