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

Staff Name, Research Group & Centres	Research Interests	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,	Health informatics, specifically clinical decision support; Knowledge management
Kelleher, John ADAPT	Artificial Intelligence, Natural Language Processing
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,	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