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
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
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
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
