Select Publications
Conference Papers
Cai, X, Bain, ME, Krzywicki, A, Wobcke, W, Kim, YS, Compton, PJ & Mahidadia, AJ, 2012, 'Reciprocal and Heterogeneous Link Prediction in Social Networks', in Advances in Knowledge Discovery and Data Mining, Springer, German, presented at The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, 29 May - 1June, 2012
An, F, Cai, X & Sowmya, A, 2011, 'Automatic 2.5D Cartoon Modelling', in Proceedings of Image and Vision Computing New Zealand, Image and Vision Computing New Zealand, New Zealand, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 2011
Chen,Y, Cai, X & Sowmya, A, 2011, 'Boosted Dynamic Mixture Active Shape Model For Multi-View Face Alignment', in Proceedings of Image and Vision Computing New Zealand, Image and Vision Computing New Zealand, New Zealand, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 2011
Cai, X, Bain, ME, Krzywicki, A, Wobcke, W, Kim, YS, Compton, PJ & Mahidadia, AJ, 2011, 'Learning to Make Social Recommendations: A Model-Based Approach', in Advanced Data Mining and Applications: Third International Conference, ADMA 2007, Harbin, China, August 6-8, 2007 Proceedings, Springer-Verlag, Heidelberg, Germany, presented at 7th International Conference on Advanced data mining and applications, ADMA 2011, Beijing, China, 17-19 Dec 2011, http://dx.doi.org/10.1007/978-3-642-25856-5_10
Cai, X, Bain, ME, Krzywicki, A, Wobcke, W, Kim, YS, Compton, PJ & Mahidadia, AJ, 2010, 'Collaborative Filtering for People to People Recommendation in Social Networks', in AI 2010: Advances in Artificial Intelligence, Springer-Verlag, Berlin, Heidelberg, presented at 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide Australia, 7-10 Dec 2010, http://dx.doi.org/10.1007/978-3-642-17432-2_48
Cai, X, Bain, ME, Krzywicki, A, Wobcke, W, Kim, YS, Compton, PJ & Mahidadia, AJ, 2010, 'Learning Collaborative Filtering and Its Application on People-to-People Recommendation in Social Networks', in Proceedings of the 10th IEEE International Conference on Data Mining, IEEE, presented at The 10th IEEE International Conference on Data Mining, Sydney, December 14-17, 2010, http://dx.doi.org/10.1109/ICDM.2010.159
Krzywicki, A, Wobcke, W, Cai, X, Mahidadia, AJ, Bain, ME, Compton, PJ & Kim, YS, 2010, 'Interaction-based collaborative filtering methods for recommendation in online dating', in Web Information Systems Engineering - WISE 2010, Springer, Germany, presented at 11th International Conference on Web Information Systems Engineering, WISE 2010, Hong Kong, 12-14 December 2010, http://dx.doi.org/10.1007/978-3-642-17616-6_31
Kim, YS, Mahidadia, AJ, Compton, PJ, Cai, X, Bain, ME, Krzywicki, A & Wobcke, W, 2010, 'People Recommendation based on Aggregated Bidirectional Intentions in Social Network Site', in AICI - Lecture Notes in Computer Science, Springer, Germany, presented at The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, 31/08/2010-03/09/2010, http://dx.doi.org/10.1007/978-3-642-15037-1_21
Cai, X & Sowmya, A, 2009, 'Learning to tune level set methods', in Proceedings of Image and Vision Computing New Zealand, 2009, IEEE, Wellington, NZ, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 2011, http://dx.doi.org/10.1109/IVCNZ.2009.5378391
Chen,Y, Cai, X & Sowmya, A, 2009, 'Boosted Dynamic Active Shape Model', in Proceedings of Image and Vision Computing New Zealand, 2009, IEEE, Wellington, NZ, presented at Image and Vision Computing New Zealand 2009, Wellington, New Zealand, 23 - 25 November 2009, http://dx.doi.org/10.1109/IVCNZ.2009.5378408
Goldsmith, BE, Cai, X & Sowmya, A, 2008, 'Is International Trade Associated with Peace or War? Some New Measures and Methods', in APSA Annual Meeting 2008, The American Political Science Association, presented at APSA Annual Meeting, Boston, USA, 2008, http://www.allacademic.com/meta/p279189_index.html
Luo, C, Cai, X & Zhang, J, 2008, 'Robust object tracking using the particle filtering and level set methods: a comparative experiment', in 2008 10th IEEE International workshop on multimedia signal processing, presented at 10th IEEE International workshop on multimedia signal processing 2008, Cairns, Qld, 8 - 10 October 2008
Luo, C, Cai, X & Zhang, J, 2008, 'GATE: a novel robust object level tracking method using the particle filtering and level set method', in Conference Proceedings: Digital Image Computing: Techniques and Applications (DICTA 2008) , presented at Digital Image Computing: Techniques and Applications 2008, Canberra, Australia, 1 - 3 December 2008
Cai, X & Sowmya, A, 2007, 'Level learning set: A novel classifier based on active contour models', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, presented at 18th European conference on machine learning, Warsaw, Poland, 17 - 21 September 2007
Cai, X & Sowmya, A, 2006, 'Active Contour with Neural Networks-Based Information Fusion Kernel', in 13th International Conference on Neural Information Processing, presented at 13th International Conference on Neural Information Processing, Hong Kong, 3 - 6 October 2006
Cai, X, Sowmya, A & Trinder, JC, 2006, 'A Machine Learning Approach for Automatic Road Extraction', in , presented at ASPRS Convention, Reno, Nevada, USA, May 2006
Cai, X, Sowmya, A & Trinder, JC, 2006, 'Learning parameter tuning for object extraction', in 7th Asian conference on computer science, presented at 7th Asian conference on computer science, Hyderabad, India, 13 - 16 January 2006
Cai, X, Sowmya, A & Trinder, JC, 2005, 'Learning to recognise road from high resolution remotely sensed images', in 2005 international conference on intelligent sensors, sensor networks and information processing, presented at international conference on intelligent sensors, sensor networks and information processing 2005, Melbourne, 5 - 8 December 2005