Edited Books/Preceedings
2. X. Cai and Y.S. Kim, Eds. Proceedings of the International Workshop on Social Media Analytics and Recommendation Technologies. Sydney, Australia, 2013.
1. P. Papapetrou, L. A. Pizzato, A. Gioni, X. Cai, Eds. Proceedings of the IEEE ICDM Workshop on Community Mining and People Recommenders. Vancouver, Canada, 2011.
Book Chapters
13. N. Chowdhury and X. Cai. GWMF: Gradient Weighted Matrix Factorisation for Recommender Systems. Accepted to Web Technologies and Applications, Berlin: Springer-Verlag, 2013.
12. X. Cai, M. Bain, A. Krzywicki, W. Wobcke, Y.S. Kim, P. Compton and A. Mahidadia. ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation. Advances in Knowledge Discovery and Data Mining, J. Pei et al., Eds. Berlin: Springer-Verlag, 2013.
11. Y.S. Kim, A. Mahidadia, P. Compton, A. Krzywicki, W. Wobcke, X. Cai and M. Bain. Person-to-Person Recommendation Using Subgroup Preferences. To appear in LNCS, Berlin: Springer-Verlag, 2012.
10. F. An, X. Cai and A. Sowmya. Perceptual Evaluation of Automatic 2.5D Cartoon Modelling. To appear in LNCS, Deborah Richards, Byeong Ho Kang, Eds. Berlin: Springer-Verlag, 2012.
9. Y.S. Kim, A. Krzywicki, W. Wobcke, P. Compton, A. Mahidadia, X. Cai and M. Bain, Hybrid Techniques to Address Cold Start Problems for People to People Recommendation in Social Networks, To appear in LNCS, Berlin: Springer-Verlag, 2012.
8. X. Cai, M. Bain, A. Krzywicki, W. Wobcke, Y.S. Kim, P. Compton and A. Mahidadia. Reciprocal and Heterogeneous Link Prediction in Social Networks. Advances in Knowledge Discovery and Data Mining, P.-N. Tan et al., Eds. Berlin: Springer-Verlag, 2012.
7. X. Cai, M. Bain, A. Krzywicki, W. Wobcke, Y.S. Kim, P. Compton and A. Mahidadia. Learning to Make Social Recommendations: A Model-based Approach. Advanced Data Mining and Applications, J. Tang, I. King, L. Chen, J. Wang, Eds. Berlin: Springer-Verlag, 2011.
6. X. Cai, M. Bain, A. Krzywicki, W. Wobcke, Y.S. Kim, P. Compton and A. Mahidadia. Collaborative Filtering for People to People Recommendation in Social Networks. AI 2010: Advances in Artificial Intellligence, J.Li, Ed. Berlin: Springer-Verlag, 2010.
5. A. Krzywicki, W. Wobcke, X. Cai, A. Mahidadia, M. Bain, P. Compton and Y.S. Kim Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating. Web Information Systems Engineering - WISE 2010, L.Chen, P.Triantafillou and T.Suel, Eds. Berlin: Springer-Verlag, 2010.
4. Y.S. Kim, A. Mahidadia, P. Compton, X. Cai, M. Bain, A. Krzywicki and W. Wobcke. People Recommendation based on Aggregated Bidirectional Intentions in Social Network Site. Knowledge Management and Acquisition for Smart Systems and Services, Byeong-Ho Kang and Debbie Richards, Eds. Berlin: Springer-Verlag, 2010.
3. X. Cai and A. Sowmya. Level learning set: A novel classifier based on active contour models. Machine Learning: ECML 2007, 2007. J.N. Kok, J. Koronacki, R.L. Mantaras, S. Matwin, D. Mladenic and A. Skowron, Eds. Berlin: Springer-Verlag, 2007.
2. X. Cai and A. Sowmya. Active contour with neural networks-based information fusion kernel. Neural Information Processing, I. King, J. Wang, L. Chan and D. Wang, Eds. Berlin: Springer-Verlag, 2006.
1. X. Cai, A. Sowmya and J. Trinder. Learning parameter tuning for object extraction. Computer Vision - ACCV 2006, P.J. Narayanan, S.K. Nayar and H.Y. Shum, Eds. Berlin: Springer-Verlag, 2006.
Refereed Conferences
14. B. Zhang, X. Cai, A. Sowmya. Robust Human Appearance Matching Across Multi-cameras. Accepted to the 2013 IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, 2013.
13. A. Krzywicki, W. Wobcke, X. Cai, M. Bain, A. Mahidadia, P. Compton and Y.S. Kim. Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System. Accepted to the Twenty-Fourth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-12), 2012.
12. F. An, X. Cai and A. Sowmya. Automatic 2.5D Cartoon Modelling. In Proceedings of the 26th International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 2011.
11. Y. Chen, X. Cai and A. Sowmya. Boosted Dynamic Mixture Active Shape Model for Multi-View Face Alignmen. In Proceedings of the 26th International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 2011.
10. X. Cai, M. Bain, A. Krzywicki, 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 Proceedings of the 10th IEEE International Conference on Data Mining, ICDM2010, Pages 743-748, Australia, 2010.
9. Y.S. Kim, 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 the 17th International Conference on Knowledge Engineering and Knowledge Management, Isbon, Portugal, 2010.
8. X. Cai and A. Sowmya. Learning to Tune Level Set Methods. In Proceedings of the 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009, IEEE, Pages 310-315, Wellington, New Zealand, 2009.
7. Y. Chen, X. Cai and A. Sowmya. Boosted Dynamic Active Shape Model. In Proceedings of the 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009, IEEE, Pages 215-220, Wellington, New Zealand, 2009.
6. C. Luo, X. Cai and J. Zhang. GATE: A Novel Robust Object Tracking Method Using the Particle Filtering and Level Set Method. In Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, DICTA 2008, Pages 378-385, Canberra, ACT, Australia, 1-3 December 2008.
5. C. Luo, X. Cai and J. Zhang. Robust Object Tracking Using Particle Filtering and Level Sets: A Comparative Experiment. In Proceedings of the 10th IEEE International Workshop on Multimedia Signal Processing, pages 359-364, Queensland, Australia, 2008.
4. B.E. Goldsmith, X. Cai and A. Sowmya. Is International Trade Associated with Peace or War? Some New Measures and Methods. In APSA Annual Meeting, Boston, USA, 2008.
3. X. Cai, A. Sowmya, and J. Trinder. A machine learning approach for automatic road extraction. In Proceedings of the ASPRS Annual Conference, Reno, USA, 2006. American Society for Photogrammetry and Remote Sensing.
2. X. Cai, A. Sowmya, and J. Trinder. A machine learning approach for automatic road extraction. In the Fifth International Symposium - Turkish-German Joint Geodetic Days, Istanbul, Turkey, 2006.
1. X. Cai, A. Sowmya, and J. Trinder. Learning to recognise roads from high resolution remotely sensed images. In Proceedings of the 2nd International Conference on Intelligent Sensors, Sensor Networks and Information Processing, Pages 307-312, Melbourne, 2005. IEEE.