Dissertation Topics
I am available to supervise a limited number of dissertations on the MSc programmes in Data Science and BDA & Artificial Intelligence. If you are interested in working under my supervision, you should contact me in good time, ahead of the project proposal deadline. A list of dissertations I've previously supervised is available here.Some topics which would be of interest:
- Finding solutions to differential equations using deep learning
- Applications of neural differential equation models
- Crop yield prediction using climate data
- Forecasting and tracking air quality
- Applications of machine learning to transport, including traffic forecasting, public transport demand and optimisation
- Sentiment analysis for public and political opinion
- Effects of annotation quality on ML model performance
One thing worth considering is aligning your dissertation topic with the United Nations Sustainable Development Goals.
Papers with Code is a useful repository of machine learning papers together with their with code implementations. Some useful sources of data include:
- Ireland's Open Data Portal
- The EU's European Data Portal