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Xiongcai Cai
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2020 – today
- 2023
- [j5]Peng Yi, Xiongcai Cai
, Ziteng Li:
Difference embedding for recommender systems. Data Min. Knowl. Discov. 37(2): 948-969 (2023) - 2022
- [c29]Peng Yi, Xiongcai Cai, Ziteng Li:
A U-Shaped Hierarchical Recommender by Multi-resolution Collaborative Signal Modeling. ECML/PKDD (1) 2022: 558-573 - 2020
- [c28]Thanaporn Jinnovart, Xiongcai Cai, Kundjanasith Thonglek
:
Abnormal Gait Recognition in Real-Time using Recurrent Neural Networks. CDC 2020: 972-977
2010 – 2019
- 2017
- [c27]Shaobo Dang
, Xiongcai Cai, Yang Wang
, Jianjia Zhang, Fang Chen
:
Unsupervised Matrix-valued Kernel Learning For One Class Classification. CIKM 2017: 2031-2034 - 2016
- [j4]Cheng Luo, Xiongcai Cai:
Bayesian Wishart matrix factorization. Data Min. Knowl. Discov. 30(5): 1166-1191 (2016) - [j3]Xiongcai Cai, Óscar Pérez Concha
, Enrico W. Coiera
, Fernando Martín-Sánchez
, Richard O. Day
, David Roffe, Blanca Gallego:
Real-time prediction of mortality, readmission, and length of stay using electronic health record data. J. Am. Medical Informatics Assoc. 23(3): 553-561 (2016) - [c26]Nipa Chowdhury, Xiongcai Cai:
Nonparametric Bayesian Probabilistic Latent Factor Model for Group Recommender Systems. WISE (1) 2016: 61-76 - 2015
- [j2]Wayne Wobcke, Alfred Krzywicki, Yang Sok Kim, Xiongcai Cai, Michael Bain, Paul Compton, Ashesh Mahidadia:
A Deployed People-to-People Recommender System in Online Dating. AI Mag. 36(3): 5-18 (2015) - [j1]Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Xiongcai Cai
, Michael Bain, Ashesh Mahidadia, Paul Compton
:
Collaborative Filtering for people-to-people recommendation in online dating: Data analysis and user trial. Int. J. Hum. Comput. Stud. 76: 50-66 (2015) - [c25]Nipa Chowdhury, Xiongcai Cai, Cheng Luo:
Learning Factor Selection for Boosted Matrix Factorisation in Recommender Systems. ICEBE 2015: 48-55 - [c24]Cheng Luo, Xiongcai Cai, Nipa Chowdhury:
Towards Solving the Cold Start Transition Problem in Dynamic Recommender Systems. ICEBE 2015: 95-100 - [c23]Cheng Luo, Xiongcai Cai, Nipa Chowdhury:
Probabilistic temporal bilinear model for temporal dynamic recommender systems. IJCNN 2015: 1-8 - [c22]Nipa Chowdhury, Xiongcai Cai, Cheng Luo:
BoostMF: Boosted Matrix Factorisation for Collaborative Ranking. ECML/PKDD (2) 2015: 3-18 - 2014
- [c21]Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Xiongcai Cai, Michael Bain, Paul Compton, Ashesh Mahidadia:
Evaluation and Deployment of a People-to-People Recommender in Online Dating. AAAI 2014: 2914-2921 - [c20]Cheng Luo, Xiongcai Cai, Nipa Chowdhury:
Self-training Temporal Dynamic Collaborative Filtering. PAKDD (1) 2014: 461-472 - 2013
- [c19]Nipa Chowdhury, Xiongcai Cai:
GWMF: Gradient Weighted Matrix Factorisation for Recommender Systems. APWeb 2013: 758-769 - [c18]Beihua Zhang, Xiongcai Cai, Arcot Sowmya:
Robust human appearance matching across multi-cameras. ICIP 2013: 2222-2226 - [c17]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton
, Ashesh Mahidadia:
ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation. PAKDD (2) 2013: 1-12 - 2012
- [c16]Yang Sok Kim, Ashesh Mahidadia, Paul Compton
, Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Michael Bain:
People-to-People Recommendation Using Multiple Compatible Subgroups. Australasian Conference on Artificial Intelligence 2012: 61-72 - [c15]Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Michael Bain, Ashesh Mahidadia, Paul Compton, Yang Sok Kim:
Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System. IAAI 2012: 2305-2310 - [c14]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton
, Ashesh Mahidadia:
Reciprocal and Heterogeneous Link Prediction in Social Networks. PAKDD (2) 2012: 193-204 - [c13]Fengqi An, Xiongcai Cai, Arcot Sowmya:
Perceptual Evaluation of Automatic 2.5D Cartoon Modelling. PKAW 2012: 28-42 - [c12]Yang Sok Kim, Alfred Krzywicki, Wayne Wobcke, Ashesh Mahidadia, Paul Compton
, Xiongcai Cai, Michael Bain:
Hybrid Techniques to Address Cold Start Problems for People to People Recommendation in Social Networks. PRICAI 2012: 206-217 - 2011
- [c11]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton
, Ashesh Mahidadia:
Learning to Make Social Recommendations: A Model-Based Approach. ADMA (2) 2011: 124-137 - 2010
- [c10]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton
, Ashesh Mahidadia:
Collaborative Filtering for People to People Recommendation in Social Networks. Australasian Conference on Artificial Intelligence 2010: 476-485 - [c9]Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Michael Bain, Xiongcai Cai:
Automated Recommendation Rule Acquisition for Two-Way Interaction-based Social Network Web Sites. EKAW (Posters and Demos) 2010 - [c8]Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke, Yang Sok Kim, Paul Compton
, Ashesh Mahidadia:
Learning Collaborative Filtering and Its Application to People to People Recommendation in Social Networks. ICDM 2010: 743-748 - [c7]Yang Sok Kim, Ashesh Mahidadia, Paul Compton
, Xiongcai Cai, Michael Bain, Alfred Krzywicki, Wayne Wobcke:
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site. PKAW 2010: 247-260 - [c6]Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Ashesh Mahidadia, Michael Bain, Paul Compton
, Yang Sok Kim:
Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating. WISE 2010: 342-356
2000 – 2009
- 2008
- [b1]Xiongcai Cai:
Learning Level Sets and Level Learning Sets: innovations in variational methods for data partitioning. University of New South Wales, Sydney, Australia, 2008 - [c5]Cheng Luo, Xiongcai Cai, Jian Zhang
:
GATE: A Novel Robust Object Tracking Method Using the Particle Filtering and Level Set Method. DICTA 2008: 378-385 - [c4]Cheng Luo, Xiongcai Cai, Jian Zhang
:
Robust object tracking using the particle filtering and level set methods: A comparative experiment. MMSP 2008: 359-364 - 2007
- [c3]Xiongcai Cai, Arcot Sowmya:
Level Learning Set: A Novel Classifier Based on Active Contour Models. ECML 2007: 79-90 - 2006
- [c2]Xiongcai Cai, Arcot Sowmya, John C. Trinder
:
Learning Parameter Tuning for Object Extraction. ACCV (1) 2006: 868-877 - [c1]Xiongcai Cai, Arcot Sowmya:
Active Contour with Neural Networks-Based Information Fusion Kernel. ICONIP (2) 2006: 324-333
Coauthor Index

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