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S

Saman Halgamuge

The University of Melbourne

49H-index
375Paper Count
1.2WCitation Count
Published Papers 73
Publication Date
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Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction
errEnergy
IF9.4
err2026-07-21
err0
errOAAI
errManeesha Perera; Julian De Hoog; Kasun Bandara; Hansani Weeratunge; Saman Halgamuge
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errSave
Large Language Models for Predicting Empathic Accuracy Between a Designer and a User
errJOURNAL OF MECHANICAL DESIGN
IF3
err2024-12-10
err0
PREAI
errFabunmi, Oluwatoba; Halgamuge, Saman; Beck, Daniel; Holtta-Otto, Katja
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errSave
Visualization of incrementally learned projection trajectories for longitudinal data
errSCIENTIFIC REPORTS
IF3.9
err2024-06-12
err0
errOAAI
errMalepathirana, Tamasha; Senanayake, Damith; Gautam, Vini; Engel, Martin; Balez, Rachelle; Lovelace, Michael D.; Sundaram, Gayathri; Heng, Benjamin; Chow, Sharron; Marquis, Christopher; Guillemin, Gilles J.; Brew, Bruce; Jagadish, Chennupati; Ooi, Lezanne; Halgamuge, Saman
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errSave
Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data
errAPPLIED ENERGY
IF11
err2024-05-01
err6
errOAAI
errPerera, Maneesha; De Hoog, Julian; Bandara, Kasun; Senanayake, Damith; Halgamuge, Saman
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errSave
Multi-Agent Deep Reinforcement Learning Framework for Renewable Energy-Aware Workflow Scheduling on Distributed Cloud Data Centers
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2024-04-01
err4
PREAI
errJayanetti, Amanda; Halgamuge, Saman; Buyya, Rajkumar
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errSave
A Distributed Coordination Approach for the Charge and Discharge of Electric Vehicles in Unbalanced Distribution Grids
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-03-01
err2
PREAI
errNimalsiri, Nanduni; Ratnam, Elizabeth; Smith, David; Mediwaththe, Chathurika; Halgamuge, Saman
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errSave
Quantifying the climate and human-system-driven uncertainties in energy planning by using GANs
errAPPLIED ENERGY
IF11
err2022-12-01
err8
PREAI
errPerera, A. T. D.; Khayatian, F.; Eggimann, S.; Orehounig, K.; Halgamuge, Saman
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errSave
Deep reinforcement learning for energy and time optimized scheduling of precedence-constrained tasks in edge-cloud computing environments
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-12-01
err48
PREAI
errJayanetti, Amanda; Halgamuge, Saman; Buyya, Rajkumar
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errSave
Multi-resolution, multi-horizon distributed solar PV power forecasting with forecast combinations
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-11-01
err24
errOAAI
errPerera, Maneesha; De Hoog, Julian; Bandara, Kasun; Halgamuge, Saman
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errSave
A machine learning accelerated inverse design of underwater acoustic polyurethane coatings
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2022-08-05
err20
errOAAI
errWeeratunge, Hansani; Shireen, Zakiya; Iyer, Sagar; Menzel, Adrian; Phillips, Andrew W.; Halgamuge, Saman; Sandberg, Richard; Hajizadeh, Elnaz
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errSave
Coordinated Charge and Discharge Scheduling of Electric Vehicles for Load Curve Shaping
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2022-07-01
err35
PREAI
errNimalsiri, Nanduni, I; Ratnam, Elizabeth L.; Smith, David B.; Mediwaththe, Chathurika P.; Halgamuge, Saman K.
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errSave
Designing higher value roads to preserve species at risk by optimally controlling traffic flow
errANNALS OF OPERATIONS RESEARCH
IF4.5
err2022-06-15
err3
PREAI
errDavey, Nicholas; Langrene, Nicolas; Chen, Wen; Rhodes, Jonathan R.; Dunstall, Simon; Halgamuge, Saman
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errSave
Classification of antiseizure drugs in cultured neuronal networks using multielectrode arrays and unsupervised learning
errEPILEPSIA
IF6.6
err2022-05-10
err5
errOAAI
errBryson, Alexander; Mendis, Dulini; Morrisroe, Emma; Reid, Christopher A.; Halgamuge, Saman; Petrou, Steven
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errSave
Feasibility and performance analysis of hybrid ground source heat pump systems in fourteen cities
errENERGY
IF9.4
err2021-11-01
err26
PREAI
errWeeratunge, Hansani; Aditya, Gregorius Riyan; Dunstall, Simon; de Hoog, Julian; Narsilio, Guillermo; Halgamuge, Saman
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errSave
Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-10-01
err12
errOAAI
errSenanayake, Damith A.; Wang, Wei; Naik, Shalin H.; Halgamuge, Saman
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errSave
QoE-Aware Traffic Aggregation Using Preference Logic for Edge Intelligence
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2021-09-01
err4
errOAAI
errTang, Pingping; Dong, Yuning; Chen, Yin; Mao, Shiwen; Halgamuge, Saman
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errSave
Coordinated charging and discharging control of electric vehicles to manage supply voltages in distribution networks: Assessing the customer benefit
errAPPLIED ENERGY
IF11
err2021-06-01
err32
errOAAI
errNimalsiri, Nanduni I.; Ratnam, Elizabeth L.; Mediwaththe, Chathurika P.; Smith, David B.; Halgamuge, Saman K.
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errSave
A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2020-11-01
err132
errOAAI
errNimalsiri, Nanduni I.; Mediwaththe, Chathurika P.; Ratnam, Elizabeth L.; Shaw, Marnie; Smith, David B.; Halgamuge, Saman K.
errShare
errSave
Extremum Seeking Control With Sporadic Packet Transmission for Networked Control Systems
errIEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
IF5
err2020-06-01
err6
errOAAI
errPremaratne, Upeka; Halgamuge, Saman; Tan, Ying; Mareels, Iven M. Y.
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errSave
Multiobjective Evolution of Fuzzy Rough Neural Network via Distributed Parallelism for Stock Prediction
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2020-05-01
err183
PREAI
errCao, Bin; Zhao, Jianwei; Lv, Zhihan; Gu, Yu; Yang, Peng; Halgamuge, Saman K.
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Rajkumar Buyya
H-index: 140 · Papers: 1.5K
吕
吕智涵 (Zhihan Lv)
H-index: 97 · Papers: 562
G
Gilles J. Guillemin
H-index: 90 · Papers: 528
B
Bruce J. Brew
H-index: 89 · Papers: 607
A
Antony Bacic
H-index: 88 · Papers: 431
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