| Membership inference attacks on machine learning: A survey H Hu, Z Salcic, L Sun, G Dobbie, PS Yu, X Zhang ACM Computing Surveys (CSUR) 54 (11s), 1-37, 2022 | 570 | 2022 |
| Research on particle swarm optimization based clustering: a systematic review of literature and techniques S Alam, G Dobbie, YS Koh, P Riddle, SU Rehman Swarm and Evolutionary Computation 17, 1-13, 2014 | 281 | 2014 |
| Source inference attacks in federated learning H Hu, Z Salcic, L Sun, G Dobbie, X Zhang 2021 IEEE International Conference on Data Mining (ICDM), 1102-1107, 2021 | 107 | 2021 |
| Research collaboration among university scientists PS Morrison, G Dobbie, FJ McDonald Higher Education Research & Development 22 (3), 275-296, 2003 | 101 | 2003 |
| Detecting volatility shift in data streams DTJ Huang, YS Koh, G Dobbie, R Pears 2014 IEEE International Conference on Data Mining, 863-868, 2014 | 100 | 2014 |
| ORA-SS: An object-relationship-attribute model for semi-stractured data G Dobbie, W Xiaoying, TW Ling, ML Lee TR12/00, 2000 | 97 | 2000 |
| Automated usability testing framework FTW Au, S Baker, I Warren, G Dobbie Proceedings of the ninth conference on Australasian user interface-Volume 76 …, 2008 | 85 | 2008 |
| Extracting association rules from XML documents using XQuery JWW Wan, G Dobbie Proceedings of the 5th ACM international workshop on Web information and …, 2003 | 85 | 2003 |
| Rp-tree: rare pattern tree mining S Tsang, YS Koh, G Dobbie International conference on data warehousing and knowledge discovery, 277-288, 2011 | 82 | 2011 |
| An evolutionary particle swarm optimization algorithm for data clustering S Alam, G Dobbie, P Riddle 2008 IEEE Swarm Intelligence Symposium, 1-6, 2008 | 77 | 2008 |
| Network embedding and change modeling in dynamic heterogeneous networks R Bian, YS Koh, G Dobbie, A Divoli Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019 | 75 | 2019 |
| Detecting online auction shilling frauds using supervised learning S Tsang, YS Koh, G Dobbie, S Alam Expert systems with applications 41 (6), 3027-3040, 2014 | 68 | 2014 |
| A maturity model for computing education C Lutteroth, A Luxton-Reilly, G Dobbie, J Hamer Proceedings of the ninth Australasian conference on Computing education …, 2007 | 67 | 2007 |
| Particle swarm optimization based clustering of web usage data S Alam, G Dobbie, P Riddle 2008 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2008 | 66 | 2008 |
| XOO7: Applying OO7 Benchmark to XML Query Processing Tools S Bressan, G Dobbie, Z Lacroix, ML LEE, YG Li, U Nambiar, B Wadhwa TRB6/01, 2001 | 66 | 2001 |
| Semistructured database design TW Ling, G Dobbie Springer Science & Business Media, 2004 | 65 | 2004 |
| Designing semistructured databases using ORA-SS model X Wu, TW Ling, ML Lee, G Dobbie Proceedings of the Second International Conference on Web Information …, 2001 | 63 | 2001 |
| Shilling attacks detection in recommender systems based on target item analysis W Zhou, J Wen, YS Koh, Q Xiong, M Gao, G Dobbie, S Alam PloS one 10 (7), e0130968, 2015 | 58 | 2015 |
| Analysis of particle swarm optimization based hierarchical data clustering approaches S Alam, G Dobbie, SU Rehman Swarm and Evolutionary Computation 25, 36-51, 2015 | 57 | 2015 |
| Weighted association rule mining via a graph based connectivity model R Pears, YS Koh, G Dobbie, W Yeap Information Sciences 218, 61-84, 2013 | 57 | 2013 |