dotLAB France is the result of a partnership with the AI-Driven Business Research Centre at the Rennes School of Business. The AI-Driven Business Research Centre is a cross-disciplinary research area, which draws on faculty expertise across the entire school. The centre’s focus is on rigorous research, but also on applying this research for business improvements and also, critically, on integrating this research in the student learning to ensure students are the future business leaders best placed to take advantage of the power of AI-driven business opportunities.
Machine Learning and Finance - Textual Analysis and Topic Modelling
An exploration of the development of machine learning research applied to financial analysis – S. Aziz and M. Dowling
Generative AI for Finance
Large language models for improving textual research in finance – S. Aziz, C. Alexakis, and M. Dowling
SELECTED RESEARCH PUBLICATIONS
Does target country cultural orientation influence M&A?
Ahmad, M. F., Aziz, S., & Dowling, M. M. (2022). British Journal of Management, 33(2), 906-938.
Machine Learning and Finance: A topic modelling approach
Aziz, S., Dowling, M., Hammami, H., & Piepenbrink, A. (2022). European Financial Management, 28(3), 744-770.
Do hotel financial factors influence satisfaction?
Alexakis, C., Dowling, M., Pappas, V., Ramachandiran, M., & Sklavos, F. (2021). Annals of Tourism Research.
Effects of economic policy uncertainty shocks on the interdependence between Bitcoin and traditional financial markets
Matkovskyy, R., Jalan, A., & Dowling, M. (2020). The Quarterly Review of Economics and Finance, 77, 150-155.
GET IN TOUCH
Prof Michael DowlingFull Professor, Dublin City University
Dr. André NemehAssociate Professor, Rennes School of Business