Horizon Centre for Doctoral Training (2019 cohort)
Edwina has a background in Information Technology and Business analytics. Her PhD - Exploring The Applications of Deep Learning for Credit Risk Assessment - aims to develop and evaluate a novel data fusion and machine learning model especially Deep Learning model for the automatic assessment of credit score. It will also focus on how to combine multi-source data (with different sources, granularity, etc.) into a cohesive and accurate model, including information relating to impulsive and risk-taking behaviour about borrowers.