PhD research student applications are welcomed by the IDA Research Group. Research students are valued members of our thriving, research-intensive team. We are particularly interested in supervising students' research in any of the broad range of topics listed above. Please note that the topic list is not exhaustive, so feel free to contact a member of IDA with your ideas.
Some candidate PhD topics that group members are interested in supervising in the future may include, but are not limited to:
- Data Science
- Artificial Intelligence
- Medical Informatics
- Environmental Informatics
- Heuristic Search
- Evolutionary Computation
See below a list of available PhD projects in Computer Science that includes projects in our area:
Design human-like machine learning
A study of the publications available via PubMed alone (a database of 26 million references to biomedical publications), shows that only four machine learning models (linear regression, Bayesian reaso...
Deep Learning for Personalised Remarketing
For over a decade, our group (led by Dr. Yongmin Li) has been working in an extensive area of artificial intelligence and data science. Recent projects include medical imaging, bioimaging, AI-assisted...
Natural Language Processing for Tax Assessment
For over a decade, our group (led by Dr. Yongmin Li, Email: Yongmin.Li@brunel.ac.uk) have been working in an extensive area of artificial intelligence and data science. Recent projects include medical...
Design of Experiments for Network Science
Design of Experiments (DOE) is a research area within statistics that allows scientists to maximise the amount of information derived from an experiment. Developed (significantly by RA Fisher) initial...