ML and decision-making

Dr Tennakoon Mudiyanselage research involves using health and administrative data to developing explainable ML learning models to support decision-making. She has applied unsupervised ML methods to develop effective approaches to discover knowledge from social media networks based on user interaction patterns.

In one of her projects at the Institute for Social Sciences (ISSR), she explored the effectiveness of these methods to identify children, admitted to paediatric intensive care units in Queensland, at risk of poor future educational outcomes.