Select Publications

by Dr Xiongcai Cai

Journal articles

Krzywicki A; Wobcke W; Kim YS; Cai X; Bain M; Mahidadia A; Compton P, 2015, 'Collaborative filtering for people-to-people recommendation in online dating: Data analysis and user trial', International Journal of Human-Computer Studies, vol. 76, pp. 50 - 66, http://dx.doi.org/10.1016/j.ijhcs.2014.12.003

Conference Papers

Cai X; Perez-Concha O; Martin-Sanchez F; Gallego B, 2014, 'Modeling of time series health data using Dynamic Bayesian Networks: An application to predictions of patient outcomes after multiple surgeries', in CEUR Workshop Proceedings, CEUR-WS, pp. 22 - 23

Krzywicki A; Wobcke W; Kim YS; Cai X; Bain M; Compton P; Mahidadia A, 2014, 'Evaluation and deployment of a people-to-peopie recommender in online dating', in Proceedings of the National Conference on Artificial Intelligence, AI Access Foundation, pp. 2914 - 2921

Luo C; Cai X; Chowdhury N, 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 Verlag, pp. 461 - 472, http://dx.doi.org/10.1007/978-3-319-06608-0_38

Zhang B; Cai X; Sowmya A, 2013, 'Robust human appearance matching across multi-cameras', in 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, pp. 2222 - 2226, http://dx.doi.org/10.1109/ICIP.2013.6738458

Cai X; Bain M; Krzywicki A; Wobcke W; Kim YS; Compton P; Mahidadia A, 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), pp. 1 - 12, http://dx.doi.org/10.1007/978-3-642-37456-2_1

Chowdhury N; Cai X, 2013, 'GWMF: Gradient weighted matrix factorisation for recommender systems', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 758 - 769, http://dx.doi.org/10.1007/978-3-642-37401-2_73

Cai X; Bain M; Krzywicki A; Wobcke W; Kim YS; Compton P; Mahidadia A, 2012, 'Reciprocal and heterogeneous link prediction in social networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 193 - 204, http://dx.doi.org/10.1007/978-3-642-30220-6_17

Kim YS; Krzywicki A; Wobcke W; Mahidadia A; Compton P; Cai X; Bain M, 2012, 'Hybrid techniques to address cold start problems for people to people recommendation in social networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 206 - 217, http://dx.doi.org/10.1007/978-3-642-32695-0_20

Krzywicki A; Wobcke W; Cai X; Bain M; Mahidadia A; Compton P; Kim YS, 2012, 'Using a critic to promote less popular candidates in a people-to-people recommender system', in Proceedings of the National Conference on Artificial Intelligence, pp. 2305 - 2310

Kim YS; Mahidadia A; Compton P; Krzywicki A; Wobcke W; Cai X; Bain M, 2012, 'People-to-people recommendation using multiple compatible subgroups', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 61 - 72, 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

Cai X; Bain M; Krzywicki A; Wobcke W; Kim YS; Compton P; Mahidadia A, 2011, 'Learning to make social recommendations: A model-based approach', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 124 - 137, http://dx.doi.org/10.1007/978-3-642-25856-5_10

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

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

Kim YS; Mahidadia A; Compton P; Cai X; Bain M; Krzywicki A; Wobcke W, 2010, 'People recommendation based on aggregated bidirectional intentions in social network site', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 247 - 260, http://dx.doi.org/10.1007/978-3-642-15037-1_21

Cai X; Bain M; Krzywicki A; Wobcke W; Kim YS; Compton P; Mahidadia A, 2010, 'Collaborative filtering for people to people recommendation in social networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 476 - 485, http://dx.doi.org/10.1007/978-3-642-17432-2_48

Krzywicki A; Wobcke W; Cai X; Mahidadia A; Bain M; Compton P; Kim YS, 2010, 'Interaction-based collaborative filtering methods for recommendation in online dating', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 342 - 356, http://dx.doi.org/10.1007/978-3-642-17616-6_31

Cai X; Bain M; Krzywicki A; Wobcke W; Kim YS; Compton P; Mahidadia A, 2010, 'Learning collaborative filtering and its application to people to people recommendation in social networks', in Proceedings - IEEE International Conference on Data Mining, ICDM, pp. 743 - 748, http://dx.doi.org/10.1109/ICDM.2010.159

Chen Y; Cai X; Sowmya A, 2009, 'Boosted dynamic active shape model', in 2009 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009 - Conference Proceedings, pp. 215 - 220, http://dx.doi.org/10.1109/IVCNZ.2009.5378408

Cai X; Sowmya A, 2009, 'Learning to tune level set methods', in 2009 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009 - Conference Proceedings, pp. 310 - 315, http://dx.doi.org/10.1109/IVCNZ.2009.5378391

Luo C; Cai X; Zhang J, 2008, 'GATE: A novel robust object tracking method using the particle filtering and level set method', in Proceedings - Digital Image Computing: Techniques and Applications, DICTA 2008, pp. 378 - 385, http://dx.doi.org/10.1109/DICTA.2008.75

Luo C; Cai X; Zhang J, 2008, 'Robust object tracking using the particle filtering and level set methods: A comparative experiment', in Proceedings of the 2008 IEEE 10th Workshop on Multimedia Signal Processing, MMSP 2008, pp. 359 - 364, http://dx.doi.org/10.1109/MMSP.2008.4665104

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

Cai X; Sowmya A, 2007, 'Level learning set: A novel classifier based on active contour models', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 79 - 90

Cai X; Sowmya A; Trinder J, 2006, 'Learning parameter tuning for object extraction', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 868 - 877, http://dx.doi.org/10.1007/11612032_87

Cai X; Sowmya A, 2006, 'Active contour with neural networks-based information fusion kernel', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 324 - 333

Cai X; Sowmya A; Trinder JC, 2006, 'A Machine Learning Approach for Automatic Road Extraction', presented at ASPRS Convention, Reno, Nevada, USA, 1 May 2006

Cai X; Sowmya A; Trinder J, 2005, 'Learning to recognise roads from high resolution remotely sensed images', in Proceedings of the 2005 Intelligent Sensors, Sensor Networks and Information Processing Conference, pp. 307 - 312


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