| 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 | 289 | 2014 |
| 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 |
| 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 | 67 | 2014 |
| 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 | 64 | 2008 |
| Analysis of particle swarm optimization based hierarchical data clustering approaches S Alam, G Dobbie, SU Rehman Swarm and Evolutionary Computation 25, 36-51, 2015 | 56 | 2015 |
| 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 | 56 | 2015 |
| Radio frequency fingerprinting and its challenges SU Rehman, KW Sowerby, S Alam, I Ardekani 2014 IEEE conference on communications and network security, 496-497, 2014 | 54 | 2014 |
| Detection of abnormal profiles on group attacks in recommender systems W Zhou, YS Koh, J Wen, S Alam, G Dobbie Proceedings of the 37th international ACM SIGIR conference on Research …, 2014 | 54 | 2014 |
| R-MESHJOIN for near-real-time data warehousing MA Naeem, G Dobbie, G Weber, S Alam Proceedings of the ACM 13th international workshop on Data warehousing and …, 2010 | 48 | 2010 |
| Particle swarm optimization based hierarchical agglomerative clustering S Alam, G Dobbie, P Riddle, MA Naeem 2010 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2010 | 48 | 2010 |
| Attack detection in recommender systems based on target item analysis W Zhou, J Wen, YS Koh, S Alam, G Dobbie 2014 International Joint Conference on Neural Networks (IJCNN), 332-339, 2014 | 36 | 2014 |
| Hierarchical PSO clustering based recommender system S Alam, G Dobbie, P Riddle, YS Koh 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012 | 35 | 2012 |
| Semi-supervised learning combining transductive support vector machine with active learning X Wang, J Wen, S Alam, Z Jiang, Y Wu Neurocomputing 173, 1288-1298, 2016 | 32 | 2016 |
| SPAN: Finding collaborative frauds in online auctions S Tsang, YS Koh, G Dobbie, S Alam Knowledge-based systems 71, 389-408, 2014 | 30 | 2014 |
| Intelligent web usage clustering based recommender system S Alam Proceedings of the fifth ACM conference on Recommender systems, 367-370, 2011 | 29 | 2011 |
| A swarm intelligence based clustering approach for outlier detection S Alam, G Dobbie, P Riddle, MA Naeem IEEE congress on evolutionary computation, 1-7, 2010 | 25 | 2010 |
| Towards recommender system using particle swarm optimization based web usage clustering S Alam, G Dobbie, P Riddle New Frontiers in Applied Data Mining: PAKDD 2011 International Workshops …, 2012 | 24 | 2012 |
| Portability of an RF fingerprint of a wireless transmitter SU Rehman, KW Sowerby, S Alam, I Ardekani 2014 IEEE Conference on Communications and Network Security, 151-156, 2014 | 23 | 2014 |
| Exploiting swarm behaviour of simple agents for clustering web users’ session data S Alam, G Dobbie, P Riddle Data mining and multi-agent integration, 61-75, 2009 | 23 | 2009 |
| Web bots detection using particle swarm optimization based clustering S Alam, G Dobbie, YS Koh, P Riddle 2014 IEEE congress on evolutionary computation (CEC), 2955-2962, 2014 | 20 | 2014 |
Gillian DobbieUniversity of AucklandVerified email at cs.auckland.ac.nz