Dr Aaron Ceglar

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Email:
Location: Information, Science & Technology (-)
Postal address: GPO Box 2100, Adelaide 5001, South Australia

Research and supervision

Publications

Book chapters
  • Ceglar, A.J., Morrall, R. and Roddick, J.F. (2010). Mining Medical Administrative Data - The PKB Suite. In Carlos Soares and Rayid Ghani, ed. Data Mining for Business Applications, Frontiers in Artificial Intelligence and Applications. Netherlands: IOS Press, pp. 110-119.
  • Roddick, J.F., Ceglar, A.J., de Vries, D.B. and La-Ongsri, S. (2007). Postponing schema definition: Low Instance-to-Entity Ratio (LItER) modelling. In Peter P Chen and Leah Y Wong, ed. Active Conceptual Modeling of Learning. Berlin: Springer, pp. 206-216. [doi:10.1007/978-3-540-77503-4_16]
Refereed journal articles
  • Roddick, J.F., Spiliopoulou, M., Lister, D. and Ceglar, A.J. (2008). Higher order mining. Sigkdd Explorations, 10(1) pp. 5-17. [Link]
  • Ceglar, A.J. and Roddick, J.F. (2007). GAM: A Guidance Enabled Association Mining Environment. International Journal of Business Intelligence and Data Mining, 2(1) pp. 3-28. [doi:10.1504/IJBIDM.2007.012944]
  • Ceglar, A.J. and Roddick, J.F. (2007). Incremental Association Mining Using a Closed-Set Lattice. Journal of Research and Practice in Information Technology, 39(1) pp. 35-45. [Link]
  • Ceglar, A.J., Roddick, J.F., Calder, P.R. and Rainsford, C. (2005). Visualising hierarchical associations. Knowledge and Information Systems, 8(3) pp. 257-275. [doi:10.1007/s10115-003-0139-0]
Refereed conference papers
  • McCormac, A., Parsons, K., Butavicius, M., Ceglar, A., Weber, D., Pattison, T., et al. (2013). Interfaces for Discourse Summarisation: A Human Factors Analysis. In H Shen, R Smiht, J Paay, P Calder & T Wyeld, ed. OzCHI '13: Augmentation, Application, Innovation, Collaboration. New York, USA: Association for Computing Machinery. 25th Australian Computer-Human Interaction Conference. Adelaide, SA. Nov 2013, pp. 139-142. [10.1145/2541016.2541069]
  • Liang, P., Roddick, J.F., Ceglar, A.J., Shillabeer, A. and de Vries, D.B. (2009). Discovering Itemset Interactions. In Bernard Mans, ed. Australian Computer Science Communications. Wellington, NZ: Conferences in Research and Practice in Information Technology (CRPIT). Thirty-Second Australasian Computer Science Conference (ACSC 2009) Wellington, NZ. Jan 2009, pp. 121-128. [Link]
  • Roddick, J.F., Ceglar, A.J. and de Vries, D.B. (2007). Towards active conceptual modelling for sudden events. In John Grundy, Sven Hartmann, Alberto H.F. Laender, Leszek Maciaszek and John F. Roddick, ed. Challenges in Conceptual Modelling: Tutorials, posters, panels and industrial contributions at the 26th International Conference on Conceptual Modeling: ER 2007. Sydney, NSW: Australian Computer Society. 26th International Conference on Conceptual Modeling. Auckland, New Zealand. Nov 2007, pp. 203-208. [Link]

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Book chapters
  • Ceglar, A.J., Morrall, R. and Roddick, J.F. (2010). Mining Medical Administrative Data - The PKB Suite. In Carlos Soares and Rayid Ghani, ed. Data Mining for Business Applications, Frontiers in Artificial Intelligence and Applications. Netherlands: IOS Press, pp. 110-119.
  • Roddick, J.F., Ceglar, A.J., de Vries, D.B. and La-Ongsri, S. (2007). Postponing schema definition: Low Instance-to-Entity Ratio (LItER) modelling. In Peter P Chen and Leah Y Wong, ed. Active Conceptual Modeling of Learning. Berlin: Springer, pp. 206-216. [doi:10.1007/978-3-540-77503-4_16]
  • Ceglar, A.J., Roddick, J.F. and Calder, P.R. (2003). Guiding knowledge discovery through interactive data mining. In Pendharkar, Parag, ed. Managing Data Mining Technologies in Organisations: Techniques and Applications. Hershey, USA: Idea Group Publishing, pp. 45-87.
Refereed journal articles
  • Roddick, J.F., Spiliopoulou, M., Lister, D. and Ceglar, A.J. (2008). Higher order mining. Sigkdd Explorations, 10(1) pp. 5-17. [Link]
  • Ceglar, A.J. and Roddick, J.F. (2007). Incremental Association Mining Using a Closed-Set Lattice. Journal of Research and Practice in Information Technology, 39(1) pp. 35-45. [Link]
  • Ceglar, A.J. and Roddick, J.F. (2007). GAM: A Guidance Enabled Association Mining Environment. International Journal of Business Intelligence and Data Mining, 2(1) pp. 3-28. [doi:10.1504/IJBIDM.2007.012944]
  • Ceglar, A.J., Roddick, J.F., Calder, P.R. and Rainsford, C. (2005). Visualising hierarchical associations. Knowledge and Information Systems, 8(3) pp. 257-275. [doi:10.1007/s10115-003-0139-0]
Refereed conference papers
  • McCormac, A., Parsons, K., Butavicius, M., Ceglar, A., Weber, D., Pattison, T., et al. (2013). Interfaces for Discourse Summarisation: A Human Factors Analysis. In H Shen, R Smiht, J Paay, P Calder & T Wyeld, ed. OzCHI '13: Augmentation, Application, Innovation, Collaboration. New York, USA: Association for Computing Machinery. 25th Australian Computer-Human Interaction Conference. Adelaide, SA. Nov 2013, pp. 139-142. [10.1145/2541016.2541069]
  • Liang, P., Roddick, J.F., Ceglar, A.J., Shillabeer, A. and de Vries, D.B. (2009). Discovering Itemset Interactions. In Bernard Mans, ed. Australian Computer Science Communications. Wellington, NZ: Conferences in Research and Practice in Information Technology (CRPIT). Thirty-Second Australasian Computer Science Conference (ACSC 2009) Wellington, NZ. Jan 2009, pp. 121-128. [Link]
  • Ceglar, A.J., Roddick, J.F. and Powers, D.M. (2007). CURIO: A fast outlier and outlier cluster detection algorithm for large datasets. In Kok-Leong Ong, Wenyuan Li, Junbin Gao, ed. Integrating Artificial Intelligence and Data Mining: Proceedings of the 2nd International Workshop on Integrating Artificial Intelligence and Data Mining (AIDM 2007) Sydney, NSW: Australian Computer Society. Second International Workshop on Integrating AI and Data Mining (AIDM 2007) Gold Coast, Australia. Dec 2007, pp. 37-45. [Link]
  • Roddick, J.F., Ceglar, A.J. and de Vries, D.B. (2007). Towards active conceptual modelling for sudden events. In John Grundy, Sven Hartmann, Alberto H.F. Laender, Leszek Maciaszek and John F. Roddick, ed. Challenges in Conceptual Modelling: Tutorials, posters, panels and industrial contributions at the 26th International Conference on Conceptual Modeling: ER 2007. Sydney, NSW: Australian Computer Society. 26th International Conference on Conceptual Modeling. Auckland, New Zealand. Nov 2007, pp. 203-208. [Link]
  • Ceglar, A.J., Morrall, R. and Roddick, J.F. (2006). Mining medical administrative data: the PKB system. In Markus Ackermann, Carlos Soares, Bettina Guidemann, ed. Proceedings of the ECML/PKDD 2006 Workshop on Practical Data Mining. Heidelberg: SAS Deutschland, Heidelberg. ECML/PKDD 2006 Workshop on Practical Data Mining: Applications, Experiences and Challenges. Berlin, Germany. Sep 2006.
  • Ceglar, A.J., Roddick, J.F., Mooney, C.H. and Calder, P.R. (2003). From rule visualisation to guided knowledge discovery. In Simoff, S. JWilliams, G. JHegland, M, ed. ADMO 3 : Proceedings of the Australasian Data Mining Workshop. Sydney, NSW: University of Technology, Sydney. Second Australasian Data Mining Workshop (ADM'03) Canberra, ACT. Dec 2003, pp. 59-94.
  • Ceglar, A.J. and Calder, P.R. (2001). A New Approach to Collaborative Frameworks using Shared Objects. In Oudshoorn, M, ed. Proceedings: 24th Australian Computer Science Conference ACSC 2001. Los Alamitos, California: IEEE Computer Society. 24th Australasian Computer Science Conference - ACSC 2001. Gold Coast, QLD. Jan 2001.

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