Select Publications

by Dr Xiongcai Cai

Conference Papers

Luo C; Cai X; Chowdhury N, (eds.), 2014, 'Self-training Temporal Dynamic Collaborative Filtering', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, pp. 461 - 472, presented at PAKDD2014, Tainan, Taiwan, 13 - 16 May 2014, http://dx.doi.org/10.1007/978-3-319-06608-0_38

Zhang B; Cai; Sowmya, (ed.), 2013, 'ROBUST HUMAN APPEARANCE MATCHING ACROSS MULTI-CAMERAS', in Image Processing (ICIP), 2013 20th IEEE International Conference on, IEEE Signal Processing Society, Piscataway, NJ, USA, presented at International Conference on Image Processing (ICIP), Melbourne, Australia, 15 - 18 September 2013, http://dx.doi.org/10.1109/ICIP.2013.6738458

Cai X; Bain ME; Krzywicki A; Wobcke W; Kim YS; Compton PJ; Mahidadia AJ, 2013, 'ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, presented at The 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, Australia, 14 - 17 April 2013

Chowdhury N; Cai X, 2013, 'GWMF: Gradient weighted matrix factorisation for recommender systems', in Web Technologies and Applications, Springer Berlin Heidelberg, pp. 758 - 769, presented at 15th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2013, Sydney, 4 - 6 April 2013, http://dx.doi.org/10.1007/978-3-642-37401-2_73

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, pp. 193 - 204, presented at The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Kuala Lumpur, Malaysia, 29 May 2012

Krzywicki A; Wobcke W; Cai X; Bain ME; Mahidadia AJ; Compton PJ; Kim YS, 2012, 'Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System', in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, AAAI Press, pp. 2305 - 2310, presented at Innovative Applications of Artificial Intelligence, Toronto, Canada, 22 - 26 July 2012

Kim YS; Mahidadia AJ; Compton PJ; Krzywicki A; Wobcke W; Cai X; Bain ME, 2012, 'People-to-People Recommendation Using Multiple Compatible Subgroups', in LNAI, Springer, Gemerny, pp. 61 - 72, presented at 25th Australasian Joint Conference on Artificial Intelligence, Sydney, Australia, 4 - 7 December 2012, http://dx.doi.org/10.1007/978-3-642-35101-3_6

An F; Cai X; Sowmya A, 2012, 'Perceptual Evaluation of Automatic 2.5D Cartoon Modelling', in Pacific Rim Knowledge Acquisition Workshop, Springer, pp. 28 - 42, presented at Pacific Rim Knowledge Acquisition Workshop (PKAW`12) 2012, Kuching, Malaysia, 5 - 6 September 2012, http://dx.doi.org/10.1007/978-3-642-32541-0_3

Kim YS; Krzywicki A; Wobcke W; Mahidadia AJ; Compton PJ; Cai X; Bain ME, 2012, 'Hybrid techniques to address cold start problems for people to people recommendation in social networks', in PRICAI 2012: Trends in Artificial Intelligence, springer, pp. 206 - 217, presented at 12th Pacific Rim International Conference on Artificial Intelligence, Kuching, Sarawak, Malaysia, 3 - 7 September 2012, http://dx.doi.org/10.1007/978-3-642-32695-0_20

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, pp. 149 - 154, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 1 January 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, pp. 30 - 35, presented at International Conference Image and Vision Computing New Zealand, IVCNZ 2011, Auckland, New Zealand, 1 January 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, pp. 124 - 137, presented at 7th International Conference on Advanced data mining and applications, ADMA 2011, Beijing, China, 17 - 19 December 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, '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, pp. 743 - 748, presented at The 10th IEEE International Conference on Data Mining, Sydney, 14 - 17 December 2010, http://dx.doi.org/10.1109/ICDM.2010.159

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, pp. 476 - 485, presented at 23rd Australasian Joint Conference on Artificial Intelligence, Adelaide Australia, 7 - 10 December 2010, http://dx.doi.org/10.1007/978-3-642-17432-2_48

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, pp. 247 - 260, presented at The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, 31 August - 3 September 2010, http://dx.doi.org/10.1007/978-3-642-15037-1_21

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, pp. 342 - 356, 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

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

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, 1 January 2011, http://dx.doi.org/10.1109/IVCNZ.2009.5378391

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

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, 1 January 2008, http://www.allacademic.com/meta/p279189_index.html

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; 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, 2006, 'A Machine Learning Approach for Automatic Road Extraction', in , presented at ASPRS Convention, Reno, Nevada, USA, 1 May 2006

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, 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


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