Saman K. Halgamuge

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Arthur L HsuThe University of MelbourneVerified email at unimelb.edu.au
D.A.A.C. RatnaweeraUniversity of PeradeniyaVerified email at eng.pdn.ac.lk
Sen-Lin TangBiodiversity Research Center, Academia SinicaVerified email at gate.sinica.edu.tw
Damminda AlahakoonProfessor, La Trobe UniversityVerified email at latrobe.edu.au
Isaam SaeedPostdoctoral Research Fellow, University of MelbourneVerified email at unimelb.edu.au
Jason LiPeter MacCallum Cancer CentreVerified email at petermac.org
Michael KirleyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Julian de HoogHonorary Research Fellow, University of MelbourneVerified email at unimelb.edu.au
Yuan SunLa Trobe UniversityVerified email at latrobe.edu.au
Suhinthan MaheswararajahIBMVerified email at ibm.com
Siddeswara Mayura GuruUniversity of QueenslandVerified email at uq.edu.au
Mario Andrés MuñozResearch Fellow, ARC Centre in Optimisation Technologies, Integrated Methodologies and ApplicationsVerified email at unimelb.edu.au
Khalid AbdullaMechanical Engineer, Nova InnovationVerified email at novainnovation.com
Chon-Kit Kenneth ChanAustralian Genomics Research FacilityVerified email at agrf.org.au
David AcklandUniversity of MelbourneVerified email at unimelb.edu.au
Chathurika P. MediwaththeResearch Scientist (CSIRO); Hon. Research Fellow, ANUVerified email at csiro.au
Darwin LauDepartment of Mechanical and Automation Engineering, The Chinese University of Hong KongVerified email at cuhk.edu.hk
Ali Habibi KhalajAustralian Energy Market Operator (AEMO)Verified email at aemo.com.au
Jayantha SiriwardanaResearch Fellow, Energy Research Institute, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
Simon DunstallCSIRO AustraliaVerified email at csiro.au

Saman K. Halgamuge

FIEEE, FIET, Professor, AI, Optimization and Pattern Recognition lab, Department of Mechanical Eng.

Verified email at unimelb.edu.au - Homepage

Unsupervised Learning Explainable AI Neural Architecture Search Biomedical Engineering Sustainable Energy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients A Ratnaweera, S Halgamuge, HC Watson IEEE Transactions on Evolutionary Computation 8 (3), 240-255, 2004	3820	2004
Dynamic self-organizing maps with controlled growth for knowledge discovery D Alahakoon, SK Halgamuge, B Srinivasan IEEE Transactions on neural networks 11 (3), 601-614, 2000	722	2000
Neural Networks in Designing Fuzzy Systems for Real World Applications SK Halgamuge, M Glesner Fuzzy Sets and Systems 65 (1), 1-12, 1994	399	1994
CONTRA: Copy number analysis for targeted resequencing. J Li, R Lupat, KC Amarasinghe, ER Thompson, ........, SK Halgamuge, ... Bioinformatics 28 (10), 1307-1313, 2012	355	2012
A Review on efficient thermal management of air-and liquid-cooled data centers: From chip to the cooling system AH Khalaj, SK Halgamuge Applied energy 205, 1165-1188, 2017	344	2017
Fuel economy improvements for urban driving: Hybrid vs. intelligent vehicles C Manzie, H Watson, S Halgamuge Transportation Research Part C: Emerging Technologies 15 (1), 1-16, 2007	215	2007
Classification of Parkinson’s Disease Gait Using Spatial-Temporal Gait Features F Wahid, R Begg, C Hass, S Halgamuge, D Ackland IEEE Journal of Biomedical and Health Informatics, 2015	214	2015
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges MA Muñoz, Y Sun, M Kirley, SK Halgamuge Information Sciences 317, 224-245, 2015	208	2015
Combining news and technical indicators in daily stock price trends prediction Y Zhai, A Hsu, SK Halgamuge Advances in Neural Networks–ISNN 2007: 4th International Symposium on Neural …, 2007	196	2007
Optimal Operation of Energy Storage Systems Considering Forecasts and Battery Degradation K Abdulla, J De Hoog, V Muenzel, F Suits, K Steer, A Wirth, S Halgamuge IEEE Transactions on Smart Grid, 2018	195	2018
A recursive decomposition method for large scale continuous optimization Y Sun, M Kirley, SK Halgamuge IEEE Transactions on Evolutionary Computation 22 (5), 647-661, 2018	174	2018
A comparison of constraint-handling methods for the application of particle swarm optimization to constrained nonlinear optimization problems G Coath, SK Halgamuge The 2003 Congress on Evolutionary Computation, 2003. CEC'03. 4, 2419-2425, 2003	171	2003
Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction B Cao, J Zhao, Z Lv, Y Gu, P Yang, S Halgamuge IEEE Transactions on Fuzzy Systems, 2020	167	2020
Reducing the number of training samples for fast support vector machine classification R Koggalage, S Halgamuge Neural Information Processing-Letters and Reviews 2 (3), 57-65, 2004	165	2004
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid NI Nimalsiri, CP Mediwaththe, EL Ratnam, M Shaw, DB Smith, ... IEEE Transactions on Intelligent Transportation Systems, 2020	158	2020
Exploratory landscape analysis of continuous space optimization problems using information content M Munoz, M Kirley, S Halgamuge IEEE Transactions on Evolutionary Computation, 1-1, 2014	149	2014
Splice site identification using probabilistic parameters and SVM classification AKMA Baten, BCH Chang, SK Halgamuge, J Li BMC bioinformatics 7 (5), 1-15, 2006	144	2006
Analysis of SD sequences in completed microbial genomes: non-SD-led genes are as common as SD-led genes B Chang, S Halgamuge, SL Tang Gene 373, 90-99, 2006	141	2006
Particle swarm optimisers for cluster formation in wireless sensor networks SM Guru, SK Halgamuge, S Fernando 2005 International Conference on Intelligent Sensors, Sensor Networks and …, 2005	141	2005
Extended differential grouping for large scale global optimization with direct and indirect variable interactions Y Sun, M Kirley, SK Halgamuge Proceedings of the 2015 annual conference on genetic and evolutionary …, 2015	140	2015

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