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Michael Johnstone

Deakin University

26H-index
202Paper Count
2.3KCitation Count
Published Papers 48
Publication Date
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Priority-Weighted Clustering and Prediction Intervals for AI-Driven Biogas Energy Forecasting
errSustainability
IF3.3
err2026-08-04
err0
errOAAI
errMohammad Anwar Hosen; Nazmus Sakib; Michael Johnstone; Burhan Khan; Douglas Creighton
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errSave
A Multi-Objective Agent-Based Model for Optimising Polling Place Resource Allocation
errSIMULATION & GAMING
IF1.8
err2026-02-01
err0
PREAI
errKhan, Burhan; Johnstone, Michael; Hosen, Mohammad Anwar; Zhang, James; Le, Vu; Creighton, Douglas; Coenraads, Adam
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errSave
Multiclass Semantic Segmentation of Satellite Imagery Using Convolutional Neural Networks
errNEURAL INFORMATION PROCESSING, ICONIP 2024, PT XVI
IF0
err2026-01-01
err0
PREAI
errFuruk, Mohammad Omar; Hosen, Mohammad Anwar; Johnston, Michael; Hossain, Md Rasel; Mahfuz, Faisal
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errSave
Feasibility of biofuel production from crop stubble/straw in Australia: challenges and opportunities
errSustainable Energy Fuels
IF4.1
err2025-10-14
err0
PREAI
errM. A. Sattar; M. A. Hosen; M. Johnstone
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errSave
Advances and Trends in Terrain Classification Methods for Off-Road Perception
errJOURNAL OF FIELD ROBOTICS
IF5.2
err2025-05-18
err0
errOAAI
errTanzila Arafin; Anwar Hosen; Zoran Najdovski; Lei Wei; Mohammad Rokonuzzaman; Michael Johnstone
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errSave
Integration of large-scale community-developed causal loop diagrams: a Natural Language Processing approach to merging factors based on semantic similarity
errBMC PUBLIC HEALTH
IF3.6
err2025-03-08
err0
errOAAI
errCabrera, Melissa Valdivia; Johnstone, Michael; Hayward, Joshua; Bolton, Kristy A.; Creighton, Douglas
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errSave
Prediction Interval in Renewable Energy Forecasting: A Comprehensive Review of Uncertainty Quantification Methods
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errNazmus Sakib; Mohammad Anwar Hosen; Burhan Khan; Bruce Gunn; Michael Johnstone
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errSave
Food policies for Aboriginal and Torres Strait Islander health (FoodPATH): A systems thinking approach
errFOOD POLICY
IF6
err2024-07-01
err0
errOAAI
errBrowne, Jennifer; Walker, Troy; Hill, Karen; Mitchell, Fiona; Beswick, Holly; Thow, Stephanie; Ryan, Joleen; Sherriff, Simone; Rossignoli, Amy; Ropitini, Abe; Johnstone, Michael; Paradies, Yin; Backholer, Kathryn; Allender, Steven; Brown, Andrew D.
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errSave
The common drivers of children and young people's health and wellbeing across 13 local government areas: a systems view
errBMC PUBLIC HEALTH
IF3.6
err2024-03-19
err2
errOAAI
errO'Halloran, Siobhan A.; Hayward, Joshua; Cabrera, Melissa Valdivia; Felmingham, Tiana; Fraser, Penny; Needham, Cindy; Poorter, Jaimie; Creighton, Doug; Johnstone, Michael; Nichols, Melanie; Allender, Steven
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errSave
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation
errSOFT COMPUTING
IF2.5
err2023-07-27
err1
errOAAI
errChoo, Yit Hong; Cai, Zheng; Le, Vu; Johnstone, Michael; Creighton, Douglas; Lim, Chee Peng
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errSave
The impact of coalition characteristics on outcomes in community-based initiatives targeting the social determinants of health: a systematic review
errBMC PUBLIC HEALTH
IF3.6
err2022-07-15
err13
errOAAI
errNagorcka-Smith, Phoebe; Bolton, Kristy A.; Dam, Jennifer; Nichols, Melanie; Alston, Laura; Johnstone, Michael; Allender, Steven
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errSave
Towards designing a generic and comprehensive deep reinforcement learning framework
errAPPLIED INTELLIGENCE
IF3.5
err2022-05-19
err3
errOAAI
errNguyen, Ngoc Duy; Nguyen, Thanh Thi; Pham, Nhat Truong; Nguyen, Hai; Nguyen, Dang Tu; Nguyen, Thanh Dang; Lim, Chee Peng; Johnstone, Michael; Bhatti, Asim; Creighton, Douglas; Nahavandi, Saeid
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errSave
Use of artificial intelligence to enable dark nudges by transnational food and beverage companies: analysis of company documents
errPUBLIC HEALTH NUTRITION
IF3
err2022-03-02
err18
errOAAI
errBrooks, Ruby; Duy Nguyen; Bhatti, Asim; Allender, Steven; Johnstone, Michael; Lim, Chee Peng; Backholer, Kathryn
errShare
errSave
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-12-01
err5
PREAI
errZhang, James; Johnstone, Michael; Le, Vu; Khan, Burhan; Hosen, Mohammad Anwar; Creighton, Doug; Carney, Jessica; Wilson, Andy; Lynch, Michael
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errSave
Tracking implementation within a community-led whole of system approach to address childhood overweight and obesity in south west Sydney, Australia
errBMC PUBLIC HEALTH
IF3.6
err2021-06-26
err20
errOAAI
errMaitland, Nicola; Wardle, Karen; Whelan, Jill; Jalaludin, Bin; Creighton, Doug; Johnstone, Michael; Hayward, Josh; Allender, Steven
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errSave
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling
errNPJ DIGITAL MEDICINE
IF15.1
err2020-02-19
err37
errOAAI
errHayward, Joshua; Morton, Saraya; Johnstone, Michael; Creighton, Doug; Allender, Steven
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errSave
A dynamic time warped clustering technique for discrete event simulation-based system analysis
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2015-11-01
err8
PREAI
errJohnstone, Michael; Vu Thanh Le; Zhang, James; Gunn, Bruce; Nahavandi, Saeid; Creighton, Doug
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errSave
Simulation-based baggage handling system merge analysis
errSIMULATION MODELLING PRACTICE AND THEORY
IF4.6
err2015-04-01
err25
PREAI
errJohnstone, Michael; Creighton, Doug; Nahavandi, Saeid
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errSave
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2013-08-01
err0
PREAI
errBeliakov, G.; Creighton, D.; Johnstone, M.; Wilkin, T.
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errSave
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units
errCOMPUTING
IF2.8
err2012-11-10
err2
PREAI
errBeliakov, Gleb; Johnstone, Michael; Creighton, Doug; Wilkin, Tim
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
Saeid Nahavandi
H-index: 92 · Papers: 1.4K
C
Chee Peng Lim
H-index: 67 · Papers: 669
B
Bin Jalaludin
H-index: 65 · Papers: 488
Y
Yin Paradies
H-index: 60 · Papers: 418
S
Steven Allender
H-index: 58 · Papers: 455
View more