
Machine learning and artificial intelligence
Machine learning describes a collection of statistical and computational techniques for identifying patterns within data. More generally, other artificial intelligence techniques such as evolutionary algorithms, neural networks, and deep learning play an important role in identifying large scale networks or bioinformatics problems with small data.
Our expertise
- Advanced machine learning
- Attractor reconstruction methods for physiological data combined with machine learning
- Bayesian machine learning
- Ensemble learning and drop-out learning
- Evolutionary multi-objective machine learning
- Evolutionary optimisation
- Neural networks and deep learning
- Secure machine learning
- The identification of classifiers/predictors of clinical outcomes.
Meet the team
Members

Professor Philip Aston
Professor of Mathematics

Dr Roman Bauer
Lecturer

Dr Alex Couto Alves
Lecturer in Bioinformatics and Statistical Genomics

Professor Yaochu Jin
Distinguished Chair, Professor in Computational Intelligence

Dr Marika Kaakinen
Lecturer in Statistical Multi-omics

Dr Samaneh Kouchaki
Lecturer in Machine Learning for Healthcare

Professor Paul Krause
Emeritus Professor

Dr Emma Laing
Visiting Professor

Dr Agnieszka Lemanska
Senior Lecturer in Health Data Science

Dr Sotiris Moschoyiannis
Reader in Complex Systems

Dr Joaquin Prada
Lecturer in Veterinary Epidemiology

Professor Inga Prokopenko
Professor e-One Health and Head of Statistical Multi-Omics

Professor H Lilian Tang
Professor in Artificial Intelligence

Dr Kevin Wells
Reader in Medical Imaging
Associate members

Professor Jo Armes
Professor of Cancer Care and Lead for Digital Health

Dr Matteo Barberis
Reader in Systems Biology, FHMS Coordinator of Centre for Mathematical and Computational Biology (CMCB), School International Lead

Georgina Cherry
Data Scientist at vHive

Professor Deborah Dunn-Walters
Professor of Immunology, Lead for University Research Theme Lifelong Health

Professor Andre Gerber
Professor of RNA Biology

Professor Clare Rusbridge
Professor in Veterinary Neurology

Dr Lada Timotijevic
Associate Professor; Head of Department of Psychological Sciences; Deputy Director of the Food, Consumer Behaviour and Health Research Centre