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Dr. Ashesh Mahidadia

Selected Publications

  • Mahidadia, A., Sammut, C. and Compton, P., Building and ``Building and Maintaining Causal Theories'', Proceedings of the American Association for Artificial Intelligence Symposium on Knowledge Assimilation, Stanford, USA, March 1992.

  • Mahidadia, A., Compton, P., Sammut, C., Menzies, T. and Smythe, G., ``Inventing Causal Qualitative Models: A Tool for Experimental Research'', Proceedings of the 5th Australian Joint Conference on Intelligence, Hobart, Australia, November 1992.

  • Menzies, T., Mahidadia, A., and Compton, P., ``Causal Explanations as a Tool for Refining Qualitative Models'', Proceedings of the ECAI-92 Workshop on Improving the Use of Knowledge- Based Systems with Explanations, Vienna, Austria, August 1992.

  • Menzies, T., Mahidadia, A. and Compton, P., ``Using Causality as a Generic Knowledge Ontology'', Proceedings of the 7th Knowledge Acquisition for Knowledge-Based Systems Wrokshop, Banff, Canada, October 1992.

  • Mahidadia, A., Compton, P. and Sammut, C., ``Helping Researchers To Construct Scientific Models: A Tool From Inductive Logic Programming''. Proceedings of the 4th Japanese Knowledge Acquisition for Knowledge-Based Systems Workshop, Tokyo, Japan, November 1994.

  • Amin A, Bemford M, Hoffmann A, and Mahidadia A, and Compton, P, ``A knowledge acquisition technique for recognizing hand-printed Chinese characters'', Proceedings of the 13th International Conference on Pattern Recognition, Vienna, Austria, 1996.

  • Amin A, Bemford M, Hoffmann A, Mahidadia A, and Compton, P. ``Recognition of Hand-printed Chinese Characters using Ripple-Down Rules'', Proceedings of the 7th Intenational Workshop on Structural and Statistical Pattern Recognition, Leipzig, Germany, 1996, pp. 371-380.

  • Menzies, T.J.and Mahidadia, A. " Ripple-Down Rationality: A Framework for Maintaining PSMs" , Workshop on Problem-solving Methods for Knowledge-based Systems in Connection with the Fifteenth International Joint Conference on Artifici al Intelligence (IJCAI-97), Nagoya, Japan, August 23, 1997.

  • Mahidadia A. "Helping Researchers to Construct Scientific Models" , PhD Thesis, School of Computer Science and Engineering, University of New South Wales, Sydney, Australia, 2001

  • Mahidadia A., Compton P. "Assisting Model-Discovery in Neuroendocrinology" , The Fourth International Conference on Discovery Science, Washington DC, USA, November, 2001

  • Lau, A., Ong S.S., Mahidadia A., Hoffmann A.G., Westbrook J., Zrimec T. "Mining Patterns of Dyspepsia Symptoms Across Time Points Using Constraint Association Rules", Advances in Knowledge Discovery and Data Mining: 7th Pacific-Asia Conference, (PAKDD 2003), Seoul, Korea, Springer-Verlag Heidelberg, 2003

  • Z Cheung, K Phan, A Mahidadia, A Hoffmann, "Feature Extraction for Learning to Classify Questions", AI 2004: Advances in Artificial Intelligence: 17th Australian Joint Conference on Artificial Intelligence, Eds. G. Webb, X. Yu Springer-Verlag, Germany, pp. 1069 - 1075, 2004

  • A Mahidadia, P Compton, "Knowledge Management in Data and Knowledge Intensive Environments", Proceedings of 5th International Conference on Practical Aspects of Knowledge Management (PAKM 2004), Eds. D. Karagiannis, U. Reimer Springer-Verlag, Berlin, pp. 106 - 116, 2004

  • N Morioka and A Mahidadia, "Enhancing Information Retrieval using Problem specific Knowledge", PKAW 2006: Pacific Knowledge Acquisition Workshop 2006, Springer-Verlag.

  • AG Hoffmann and A Mahidadia, "Machine Learning", In Scientific Data Mining and Knowledge Discovery: Principles and Foundations, Mohamed Gaber (ed.), Springer-Verlag, 2009.

  • Cai, X., M. Bain, A. Krzymicki, W. Wobcke, Y.S. Kim, P. Compton, and A. Mahidadia, "Learning Collaborative Filtering and Its Application on People-to-People Recommendation in Social Networks", In:10th IEEE International Conference on Data Mining, ICDM2010, Australia, (2010).

  • Cai, X., M. Bain, A. Krzymicki, W. Wobcke, Y.S. Kim, P. Compton, and A. Mahidadia, "Collaborative Filtering for People to People Recommendation in Social Networks", In: 23rd Australasian Joint Conference on Artificial Intelligence, AI2010, Australia, (2010).

  • Krzywicki, A., W. Wobcke, X. Cai, A. Mahidadia, M. Bain, P. Compton, and Y.S. Kim. "Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating", In: 11th International Conference on Web Information System Engineering, WISE 2010, China, (2010).

  • Kim, Y.S., A. Mahidadia, P. Compton, X. Cai, M. Bain, A. Krzywicki, and W. Wobcke, "People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site", In: The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, Korea, (2010).

  • Kim, Y.S., A. Mahidadia, P. Compton, A. Krzywicki, W. Wobcke, M. Bain, and X. Cai, "Automated Recommendation Rule Acquisition for Two-Way Interaction-Based Social Network Web Sites", in EKAW 2010 - Knowledge Engineering and Knowledge Management by the Masses, (2010), Lisbon, Portugal.

  • Cai, X., M. Bain, A. Krzywicki, W. Wobcke, Y.S. Kim, P. Compton, and A. Mahidadia, "Learning to Make Social Recommendations: A Model-Based Approach.", in: ADMA 2011 : 7th International Conference on Advanced Data Mining and Applications, Springer Beijing, China, (2011).

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