Key Duties and Responsibilities
- Research and Teaching
Research Interests / Professional Background
Nirmalie's research interests are in knowledge discovery for Case-based Reasoning (CBR) Systems. She is currently interested in knowledge acquisition for Textual CBR systems. Work in this area is focused on textual feature selection and extraction applied to incident reporting tasks, email tasks and sentiment analysis. Discovery of similarity knowledge for Textual case retrieval is a further area of interest and has resulted in the development of a Propositional Semantic Indexing (PSI) scheme. Also interested in combined approaches to similarity knowledge discovery (e.g. using Latent Semantic Indexing, association rules, Web resources including WordNet) for supervised and unsupervised textual retrieval, reuse and revision tasks.
Application domains include health & safety reporting, satellite anomaly detection, air crash investigation reporting, email workflow management, weather forecasting, electronic patient records, sentiment analysis from Blogs and tag recommendation for web applications. Collaborators include ESA, AxSys Technology Ltd, Aberdeen University, Indian Institute of Technology Madras, Universidad Complutense de Madrid and Dundee University.
Externally, Nirmalie is a member of the programme committees of ECCBR, ICCBR, ECML/PKDD, FLAIRS; BCS-SGAI committee member and Expert Update editor. She also co-chaired the ICCBR-2011.
Additional Information / Media work / Funding
- Email Work Flow Management for the Ageing Population: NRP studentship'08 with Dundee University
- Knowledge Acquisition for Textual CBR: UKIERI'07 with the Indian Institute of Technology - Chennai.
- Remote patient health care monitoring: KTP'07 with AxSys Technology Limited - Glasgow.
- Textual Revision applications in NLG and TCBR: NRP studentship'07 with Aberdeen University
Professional Body Membership
• BCS Specialist Group on AI
Martijn van den Branden, Nirmalie Wiratunga, Dean Burton and Susan Craw
Integrating case-based reasoning with an electronic patient record
Journal of Artificial intelligence in Medicine
Accepted for publication
Ibrahim Adeyanju, Nirmalie Wiratunga, Juan Recio-Garcia, Rob Lothian,
Learning to Author Text with textual CBR .
In proceedings of 19th European Conference on AI, pp. 777-782, IOS press, 2010.
Juan Recio-Garcia, Nirmalie Wiratunga
Taxonomic Semantic Indexing for Textual Case-Based Reasoning
In proceedings of 18th Int. Conference of case-based reasoning, pp. 302-316, Springer, (2010)
Raghunandan, M.A., Nirmalie Wiratunga, Sutanu Chakraborti, Stewart Massie, Deepak Khemani
Evaluation Measures for TCBR Systems.
In proceedings of the 9th European CBR Conference (ECCBR'08), pp. 445-458, Springer, 2008, doi 10.1007/978-3-540- 85502-6_30
Chakraborti, S., Mukras, R., Lothian, R., Wiratunga, N., Watt, S. &Harper, D (2007)., Supervised Latent Semantic
Indexing Using Adaptive Sprinkling. 20th Interntional Joint Conference on AI (IJCAI'07), pp 1582-1587