Artificial Intelligence
Innovative research in all areas of Artificial Intelligence, including:
- Machine Learning
- Deep Neural Nets
- Deep Learning
- Natural Language Processing
- Semantics, Ontologies and Reasoning
- Knowledge and Data Engineering
- Multi-Agent Systems
- Recommender Systems
Sample Application Areas
- Health Informatics
- Visual Computing Applications (computer vision, image analysis and manipulation)
- Systems for Data Ethics and Governance
- Intelligent Transportation Systems (especially autonomous vehicles)
- Optimisation of resource usage in large scale dynamic decentralised heterogeneous environments (for example, smart energy grid and intelligent urban traffic and mobility solutions)
- Accelerating deep neural networks on embedded systems
- Fraud Detection in social networks
- Personalisation applications
- Dialogue interaction
- Data Integration
- Digital Humanities
Faculty Members
A full list of researchers in this area is available on the Artificial Intelligence Discipline page.
| Staff Name Research Group & Centres | Research Interests | Link to Partial List of Publications | Ahmad, Khurshid | Artificial Intelligence, Neural Networks, terminology & Ontology, Cross-modal interactions (image-text and text-number interaction), Grid-based financial modelling and sentiment analysis, Multi-lingual (Arabic, Chinese, Celtic languages)text processing, Video annotation and surveillance |  |
|---|---|---|
| Arnedillo Sanchez, Inmaculada KDEG |
Learning Technologies in particular Mobile Learning technologies; Other areas of interest are the use of ICT as Socio-cultural Tools for Social Integration; Enabling technologies and CALL (Computer Assisted Language Learning) | |
| Conlan, Owen KDEG, ADAPT, DH |
Adaptive Systems; Personalised eLearning; Adaptive Hypermedia; Strategies for Adaptation; Visualisation | |
| Di Liberto, Giovanni TCIN, ADAPT |
Machine Learning, Signal Processing, Cognitive Science, Speech processing, Linguistics, Neurolinguistics, Neuroscience, Brain Health, Language Development | |
| Doherty, Gavin DSG, GV2 |
Human-Computer Interaction; Design of information displays; Design of mobile applications; System modelling, specification & analysis; Interaction design for speech and language based interfaces; Technology in Mental Health; Technology in Manufacturing | |
| Emms, Martin CLG , ADAPT |
Parsing Formalisms,Statistical Methods, Type Inference for Programming Languages | |
| Fernando, Tim CLG , ADAPT |
Natural language semantics and knowledge representation | |
| Graham,Yvette | Natural Language Processing, Dialog Systems, Machine Translation | |
| Hederman, Lucy KDEG, CHI |
Health informatics, specifically clinical decision support; Knowledge management | |
| Lewis, Dave KDEG, ADAPT |
Network and Service Management; Policy Engineering; Autonomic Systems; Knowledge-driven system engineering | |
| O'Hare, Gregory ADAPT | Multi-Agent Systems,Intelligent Agents | |
| O'Sullivan, Declan KDEG, ADAPT, DH |
Information Integration, Semantic Modelling; Semantic Interoperability, Data and Semantic Mapping | |
| Stephens, Gaye KDEG, CHI |
Design and use of Quality Electronic Health Record Systems; Role of Quality Electronic Health Record Systems to drive patient-led transformation of patient interactions which lead to optimum, personalised outcomes. | |
| Vogel, Carl CLG , ADAPT |
Computational Linguistics, Linguistic Anomaly, HPSG Syntax, Formal Semantics, Cognitive Science, Language Evolution, Artificial Intelligence and Law, Forensic Linguistics | |
| Wade, Vincent KDEG, ADAPT ,DH |
Personalisation, Adaptive Web Systems, Knowledge Engineering, eLearning Systems, Service Management | |