
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
Senior 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
Senior 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
Co-Director Surrey Institute for People-Centred AI Senior Lecturer in Epidemiology

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

Professor H Lilian Tang
Professor in Artificial Intelligence

Professor Kevin Wells
Professor of AI in Human and Veterinary Healthcare
Associate members

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

Dr Matteo Barberis
Faculty Theme Leader for Infection and Immunity, Faculty Coordinator of Centre for Mathematical and Computational Biology (CMCB), and Reader in Systems Biology

Georgina Cherry
Data Scientist

Professor Deborah Dunn-Walters
Professor of Immunology, Associate Dean Research and Innovation

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