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Anna Shillabeer
Lecturer of Information Systems Management
Teaching Track - Adelaide
Voice: n/a
Email: anashill@andrew.cmu.edu
Biography
Anna Shillabeer will complete her PhD with Flinders University in 2007. She has worked as a Web Developer and a Fraud and Behavioural Analyst for the WorkCover Corporation in South Australia. She has also taught both undergraduate and postgraduate Information Technology courses for 8 years in the areas of Software Engineering, Project Management, and Database Management. She is a member of the Health Informatics Society of Australia.
Her research focuses on Medical Informatics, and the provision of automated tools to meet the unique needs of medical data analysis with a particular focus on data mining technologies.
Selected Publications
“An Automated Data Pattern Translation Process for Medical Data Mining.” In Proceedings Medinfo 12th World Congress on Health (Medical) Informatics 2007, Brisbane. IOS Press
“Determining Pattern Element Contribution in Medical Datasets.” In Proc. Australasian Workshop on Health Knowledge Management and Discovery (HKMD 2007), Ballarat, Australia. CRPIT, 68. ACS
“On the Arguments Against the Application of Data Mining to Medical Data Analysis.” In Proc. Intelligent Data Analysis in Biomedicine and Pharmacology Workshop, Verona, Italy. International Medical Informatics Association. 2006.
“Towards Role Based Hypothesis Evaluation for Health Data Mining,” Electronic Journal of Health Informatics, 1(1): e6. 2006.
“Reconceptualising Interestingness Metrics for Medical Data Mining.” In Proc. Australian Workshop on Health Data Mining, Mawson Lakes, SA. Warren, J. R., Ed. 2005.
Education
BIT Hons, Postgraduate Researcher – Flinders University of South Australia