Sutharshan Rajasegarar

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	All	Since 2016
Citations	4332	3024
h-index	29	23
i10-index	58	47

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2008200920102011201220132014201520162017201820192020202112 31 77 87 121 238 289 392 366 409 638 716 770 119

Co-authors

Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
M. PalaniswamiProfessor of Electrical EngineeringVerified email at unimelb.edu.au
James C. BezdekUniversity of Melbourne, Computer and Information SystemsVerified email at unimelb.edu.au
Muhammad Ali ImranProfessor of Communication Systems - University of GlasgowVerified email at glasgow.ac.uk
Alexander GluhakDigital CatapultVerified email at digicatapult.org.uk
Dheeraj KumarAssistant Professor, Indian Institute of technology (IIT) RoorkeeVerified email at iitr.ac.in
Timothy C. HavensMichigan Technological UniversityVerified email at mtu.edu
Jayavardhana GubbiTCS Research, Tata Consultancy ServicesVerified email at tcs.com
Jeffrey ChanSchool of Science (Computer Science and Software Engineering), RMIT UniversityVerified email at rmit.edu.au
James M KellerProfessor of Electrical and Computer EngineeringVerified email at missouri.edu
Laurence A. F. ParkSchool of Computing, Engineering and Mathematics, University of Western SydneyVerified email at scem.uws.edu.au
Subhash ChallaSenSen NetworksVerified email at sensennetworks.com
Chandan KarmakarSenior Lecturer, School of Information Technology, Deakin UniversityVerified email at deakin.edu.au
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Alexei SkvortsovDefence Science and Technology (DST)Verified email at dsto.defence.gov.au
Ian M AtkinsonJames Cook UniversityVerified email at jcu.edu.au
Stuart KininmonthThe University of the South PacificVerified email at usp.ac.fj
Ron JohnstoneSchool of Earth and Environmental Sciences, University of QueenslandVerified email at uq.edu.au
Francesco GrimacciaAssociate Professor, Department of Energy - Electrical Division, Politecnico di MilanoVerified email at polimi.it
Marco MussettaAssociate Professor, Politecnico di Milano, Dept. of Energy - Senior Member IEEEVerified email at polimi.it

Sutharshan Rajasegarar

School of Information Technology, Deakin University

Verified email at unimelb.edu.au

Anomaly detection Machine learning Artificial Intelligence (AI)Computer vision IoT and Health infomatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Non-intrusive load monitoring approaches for disaggregated energy sensing: A survey A Zoha, A Gluhak, MA Imran, S Rajasegarar Sensors 12 (12), 16838-16866, 2012	808	2012
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning SM Erfani, S Rajasegarar, S Karunasekera, C Leckie Pattern Recognition 58, 121-134, 2016	560	2016
Distributed anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami, JC Bezdek 2006 10th IEEE Singapore international conference on communication systems, 1-5, 2006	307	2006
Anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami IEEE Wireless Communications 15 (4), 34-40, 2008	296	2008
Quarter sphere based distributed anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami, JC Bezdek 2007 IEEE International Conference on Communications, 3864-3869, 2007	210	2007
Parking availability prediction for sensor-enabled car parks in smart cities Y Zheng, S Rajasegarar, C Leckie 2015 IEEE Tenth International Conference on Intelligent Sensors, Sensor …, 2015	165	2015
Centered hyperspherical and hyperellipsoidal one-class support vector machines for anomaly detection in sensor networks S Rajasegarar, C Leckie, JC Bezdek, M Palaniswami IEEE Transactions on Information Forensics and Security 5 (3), 518-533, 2010	145	2010
Labelled data collection for anomaly detection in wireless sensor networks S Suthaharan, M Alzahrani, S Rajasegarar, C Leckie, M Palaniswami 2010 sixth international conference on intelligent sensors, sensor networks …, 2010	102	2010
A Hybrid Approach to Clustering in Big Data D Kumar, JC Bezdek, M Palaniswami, S Rajasegarar, C Leckie, ... IEEE Transactions on Cybernetics, 2015	99*	2015
Anomaly detection in wireless sensor networks in a non-stationary environment C O'Reilly, A Gluhak, MA Imran, S Rajasegarar IEEE Communications Surveys & Tutorials 16 (3), 1413-1432, 2014	92	2014
Clustering ellipses for anomaly detection M Moshtaghi, TC Havens, JC Bezdek, L Park, C Leckie, S Rajasegarar, ... Pattern Recognition 44 (1), 55-69, 2011	89	2011
Hyperspherical cluster based distributed anomaly detection in wireless sensor networks S Rajasegarar, C Leckie, M Palaniswami Journal of Parallel and Distributed Computing 74 (1), 1833-1847, 2014	87	2014
Elliptical anomalies in wireless sensor networks S Rajasegarar, JC Bezdek, C Leckie, M Palaniswami ACM Transactions on Sensor Networks (TOSN) 6 (1), 1-28, 2010	81	2010
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	58	2009
Fog-empowered anomaly detection in IoT using hyperellipsoidal clustering L Lyu, J Jin, S Rajasegarar, X He, M Palaniswami IEEE Internet of Things Journal 4 (5), 1174-1184, 2017	52	2017
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	48	2011
A visual-numeric approach to clustering and anomaly detection for trajectory data D Kumar, JC Bezdek, S Rajasegarar, C Leckie, M Palaniswami The Visual Computer 33 (3), 265-281, 2017	42	2017
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	42	2011
Improving load forecasting based on deep learning and K-shape clustering F Fahiman, SM Erfani, S Rajasegarar, M Palaniswami, C Leckie 2017 International Joint Conference on Neural Networks (IJCNN), 4134-4141, 2017	41	2017
Smart car parking: temporal clustering and anomaly detection in urban car parking Y Zheng, S Rajasegarar, C Leckie, M Palaniswami 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor …, 2014	40	2014

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