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Artificial Intelligence

Innovative research in all areas of Artificial Intelligence, including:

  • Machine Learning
  • Deep Neural Nets
  • Deep Learning
  • Natural Language Processing (see Computational Linguistics Group)
  • Semantics, Ontologies and Reasoning
  • Multi-Agent Systems
  • Recommender Systems

Sample Application Areas

  • Visual Computing Applications (computer vision, image analysis and manipulation)
  • 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

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)

Beel, Joeran ADAPT

Information Retrieval, Recommender Systems, User Modelling, Personalisation, Web Services, Digital Libraries
Conlan, Owen
KDEG, ADAPT, DH
Adaptive Systems; Personalised eLearning; Adaptive Hypermedia; Strategies for Adaptation; Visualisation
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
Hederman, Lucy
KDEG, CHI
Health informatics, specifically clinical decision support; Knowledge management
Lawless, Seamus
KDEG, ADAPT, DH
Information Retrieval, Digital Humanities, Adaptivity and Personalisation, User Modelling, Natural Language Processing, Information Management
Lewis, Dave
KDEG, ADAPT
Network and Service Management; Policy Engineering; Autonomic Systems; Knowledge-driven system engineering
O'Sullivan, Declan
KDEG, ADAPT
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

Associated Research Centres