| Clustering ellipses for anomaly detection M Moshtaghi, TC Havens, JC Bezdek, L Park, C Leckie, S Rajasegarar, ... Pattern Recognition 44 (1), 55-69, 2011 | 114 | 2011 |
| Anomaly detection by clustering ellipsoids in wireless sensor networks M Moshtaghi, S Rajasegarar, C Leckie, S Karunasekera 2009 international conference on intelligent sensors, sensor networks and …, 2009 | 66 | 2009 |
| Evolving fuzzy rules for anomaly detection in data streams M Moshtaghi, JC Bezdek, C Leckie, S Karunasekera, M Palaniswami IEEE Transactions on Fuzzy Systems 23 (3), 688-700, 2014 | 62 | 2014 |
| Robust domain generalisation by enforcing distribution invariance S Erfani, M Baktashmotlagh, M Moshtaghi, X Nguyen, C Leckie, J Bailey, ... Proceedings of the Twenty-Fifth International Joint Conference on Artificial …, 2016 | 61 | 2016 |
| Anomaly detection in environmental monitoring networks [application notes] JC Bezdek, S Rajasegarar, M Moshtaghi, C Leckie, M Palaniswami, ... IEEE Computational Intelligence Magazine 6 (2), 52-58, 2011 | 55 | 2011 |
| Incremental elliptical boundary estimation for anomaly detection in wireless sensor networks M Moshtaghi, C Leckie, S Karunasekera, JC Bezdek, S Rajasegarar, ... 2011 IEEE 11th international conference on data mining, 467-476, 2011 | 54 | 2011 |
| Ellipsoidal neighbourhood outlier factor for distributed anomaly detection in resource constrained networks S Rajasegarar, A Gluhak, MA Imran, M Nati, M Moshtaghi, C Leckie, ... Pattern recognition 47 (9), 2867-2879, 2014 | 48 | 2014 |
| Online clustering of multivariate time-series M Moshtaghi, C Leckie, JC Bezdek Proceedings of the 2016 SIAM international conference on data mining, 360-368, 2016 | 46 | 2016 |
| An efficient hyperellipsoidal clustering algorithm for resource-constrained environments M Moshtaghi, S Rajasegarar, C Leckie, S Karunasekera Pattern Recognition 44 (9), 2197-2209, 2011 | 45 | 2011 |
| Online cluster validity indices for performance monitoring of streaming data clustering M Moshtaghi, JC Bezdek, SM Erfani, C Leckie, J Bailey International Journal of Intelligent Systems 34 (4), 541-563, 2019 | 44 | 2019 |
| Online clustering for evolving data streams with online anomaly detection M Chenaghlou, M Moshtaghi, C Leckie, M Salehi Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia …, 2018 | 43 | 2018 |
| The generalized c index for internal fuzzy cluster validity JC Bezdek, M Moshtaghi, T Runkler, C Leckie IEEE Transactions on Fuzzy Systems 24 (6), 1500-1512, 2016 | 42 | 2016 |
| Detecting unseen anomalies in weight training exercises Y Kowsar, M Moshtaghi, E Velloso, L Kulik, C Leckie Proceedings of the 28th Australian conference on computer-human interaction …, 2016 | 41 | 2016 |
| A relevance weighted ensemble model for anomaly detection in switching data streams M Salehi, CA Leckie, M Moshtaghi, T Vaithianathan Advances in Knowledge Discovery and Data Mining: 18th Pacific-Asia …, 2014 | 41 | 2014 |
| Streaming analysis in wireless sensor networks M Moshtaghi, JC Bezdek, TC Havens, C Leckie, S Karunasekera, ... Wireless Communications and Mobile Computing 14 (9), 905-921, 2014 | 38 | 2014 |
| An adaptive elliptical anomaly detection model for wireless sensor networks M Moshtaghi, C Leckie, S Karunasekera, S Rajasegarar Computer Networks 64, 195-207, 2014 | 33 | 2014 |
| Mining micro-blogs: Opportunities and challenges Y Liao, M Moshtaghi, B Han, S Karunasekera, R Kotagiri, T Baldwin, ... Computational Social Networks: Mining and Visualization, 129-159, 2012 | 29 | 2012 |
| Statistical models for unobtrusively detecting abnormal periods of inactivity in older adults M Moshtaghi, I Zukerman, RA Russell User Modeling and User-Adapted Interaction 25, 231-265, 2015 | 27 | 2015 |
| A support platform for event detection using social intelligence T Baldwin, P Cook, B Han, A Harwood, S Karunasekera, M Moshtaghi Proceedings of the Demonstrations at the 13th Conference of the European …, 2012 | 27 | 2012 |
| Profiling pedestrian distribution and anomaly detection in a dynamic environment MT Doan, S Rajasegarar, M Salehi, M Moshtaghi, C Leckie Proceedings of the 24th ACM International on Conference on Information and …, 2015 | 21 | 2015 |
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
