REF 2014

The Department has an international reputation for the quality of its research. In the 2014 Research Excellence Framework (REF), 92% of our research work was rated either world leading (4*) or internationally excellent (3*) in terms of its originality, significance and rigour. We are ranked 5th out of 89 computer science departments in the UK.

There are many local and international collaborations in both research and teaching within the Department. Some of the companies that support our research and teaching include Glaxo Welcome, Motorola and Nokia.

Research Groups

Complex Systems Modelling

Complex systems modelling is defined by the application of diverse mathematical, statistical and computational techniques, to generate insight into how some of the most complicated physical and natural systems in the world function.

Complex Systems group web pages

Machine Learning

Machine learning is a diverse subject with many application areas. We are interested in the development of computational algorithms suitable for data-driven models which are applicable in the extraction of useful information from large and complex datasets. Members of the group have specific topics of interests but we also collaborate effectively on problems of common interests which have applications in Speech, Natural Language Processing and Computational Biology.

Machine Learning group web pages

Visual Computing

The Visual Computing group includes computer graphics and animation, vision computing, and complex systems simulation allied to rendering and visualisation.

Visual Computing group web pages

Natural Language Processing

Natural Language Processing (NLP) is both a modern computational technology and a method of investigating and evaluating claims about human language itself. Our major emphases in research are on the use of coded representations of meaning content, belief and knowledge, on Machine Learning techniques to derive our data from sources like the web, and on the provision of software architectures to underpin NLP research.

NLP group web pages

Organisations, Information and Knowledge

OAK focuses on knowledge and information management over large scale. The research covers 3 main areas of data capture; how to use this data and how to communicate this information with final users. Applications areas cover a very wide range from aerospace, to smart cities, environment monitoring, bioinformatics, etc.

OAK group web pages

Speech and Hearing

The Speech and Hearing Research Group is concerned with computational modelling of auditory and speech perception in humans and machines; robustness in speech recognition and large vocabulary speech recognition systems and their applications.

 Speech and Hearing group web pages

Verification

Methods for the verification of computer hardware and software are among the great success stories of computer science. They are used for proving in mathematically rigorous ways that programs or hardware components function correctly as specified. Our research on verification ranges from the mathematical and logical foundations of programming to practical verification methods and tool support for these. Our strengths include unconventional computing; semantics of concurrent and distributed systems; logics, algebras and formal methods for programs and software systems; grammar inference; verified testing methods; verification of multi-core programs and weak memory models; security verification; interactive and automated theorem proving.

Verification group web pages

Testing

The Testing Research Group is one of the largest groups of its kind in the UK developing innovative approaches to software testing and quality assurance. Drawing equally on theory and practice, its research mission is to apply developments from theoretical computer science to practical software engineering solutions for industry. The group investigates a number of areas, including model-based testing, search-based testing, security testing, reverse engineering, model-driven engineering, multi-agent modelling and XML data processing.

Crossing the boundaries between the practical verification of designs, to the generation of economical test-suites that exercise software completely, our research, funded by the EU (ProTest,
ProWess, Broker@Cloud), by EPSRC (6 grants) and by industry (Google, Microsoft, BAe) has created innovative tools, including: EvoSuite, StateChum, JWalk and FLAME.

Testing group web pages

Algorithms

The Algorithms Group focusses on designing and analysing algorithms that solve computational problems efficiently. Group members combine techniques from computer science, discrete mathematics, and probability theory in algorithms research spanning the following areas: Theory of Bio-Inspired Algorithms and Numerical Algorithms. 

Algorithms group web pages


Impact Case Studies

Computer Science research often results in direct impact on various aspects of society, through technology development, or contributions to policy discussions.

Case studies

Research Centres and Institutes

Research in the Department of Computer Science is multidisciplinary and collaborative. Our staff are actively engaged in a number of internationally renown research centres and institutes.

Centres and institutions

Undergraduate and Postgraduate Taught Research Projects

Postgraduate taught students and third year undergraduate students do an individual research project which is assessed by a dissertation based on the project work together with a poster presentation. There is scope for students to demonstrate their critical skills and topic-related knowledge. The project is supervised by members of academic staff and there are opportunities for students to work on industry led projects.

Project abstracts