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2020 – today
- 2024
[c20]Burhan Khan, Michael Johnstone, Douglas C. Creighton:
A Many-objective Evolutionary Algorithm Approach for Graph Visualization. SysCon 2024: 1-7- 2023
- [j12]Ngoc Duy Nguyen
, Thanh Nguyen, Nhat Truong Pham, Hai Nguyen, Dang Tu Nguyen, Thanh Thi Nguyen, Chee Peng Lim, Michael Johnstone, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi:
Towards designing a generic and comprehensive deep reinforcement learning framework. Appl. Intell. 53(3): 2967-2988 (2023) - [j11]Yit Hong Choo, Zheng Cai, Vu Le, Michael Johnstone, Douglas C. Creighton, Chee Peng Lim:
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation. Soft Comput. 27(22): 16675-16715 (2023) - [c19]Haafizah Rameeza Shaukat, Bruce Gunn, Michael Johnstone, Douglas C. Creighton:
Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging. IEEA 2023: 85-90 - 2022
- [c18]Bruce Gunn, Imali T. Hettiarachchi, Michael Johnstone, Vu Le, Douglas C. Creighton, Luke Preston:
Improving high value manufacturing with simulation-based Bayesian Optimisation. SysCon 2022: 1-8 - 2021
- [j10]James Zhang, Michael Johnstone, Vu Le, Burhan Khan, Mohammad Anwar Hosen, Douglas C. Creighton, Jessica Carney, Andy Wilson, Michael Lynch:
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling. Expert Syst. Appl. 186: 115684 (2021) - [c17]Muhammad Umer Hashmi, Ngoc Duy Nguyen, Michael Johnstone, Kathryn Backholer, Asim Bhatti:
Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms. FDSE 2021: 68-80 - 2020
- [j9]Joshua Hayward, Saraya Morton, Michael Johnstone, Douglas C. Creighton, Steven Allender:
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling. npj Digit. Medicine 3 (2020)
2010 – 2019
- 2019
- [j8]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
A scalarization-based dominance evolutionary algorithm for many-objective optimization. Inf. Sci. 474: 236-252 (2019) - [c16]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization. SysCon 2019: 1-5 - 2018
- [c15]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
Multi-objective job shop scheduling using i-NSGA-III. SysCon 2018: 1-5 - 2017
- [c14]Samer Hanoun, James Zhang, Vu Le, Burhan Khan, Michael Johnstone, Michael Fielding, Asim Bhatti, Douglas C. Creighton, Saeid Nahavandi:
A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications. SysCon 2017: 1-6 - [c13]Burhan Khan, Samer Hanoun, Michael Johnstone, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
A new decomposition-based evolutionary framework for many-objective optimization. SysCon 2017: 1-7 - 2016
- [c12]Burhan Khan, Michael Johnstone, Samer Hanoun, Chee Peng Lim, Douglas C. Creighton, Saeid Nahavandi:
Improved NSGA-III using neighborhood information and scalarization. SMC 2016: 3033-3038 - 2015
- [j7]Michael Johnstone, Vu Thanh Le, James Zhang, Bruce Gunn, Saeid Nahavandi, Douglas C. Creighton:
A dynamic time warped clustering technique for discrete event simulation-based system analysis. Expert Syst. Appl. 42(21): 8078-8085 (2015) - [j6]Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi:
Simulation-based baggage handling system merge analysis. Simul. Model. Pract. Theory 53: 45-59 (2015) - [c11]Burhan Khan, Asim Bhatti, Michael Johnstone, Samer Hanoun, Douglas C. Creighton, Saeid Nahavandi:
Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm. ICONIP (2) 2015: 364-370 - [c10]Ana Novak, Luke Tracey, Vivian Nguyen, Michael Johnstone, Vu Le, Douglas C. Creighton:
Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria. WSC 2015: 2680-2691 - 2013
- [j5]Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin:
An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units. Computing 95(4): 309-326 (2013) - [j4]Gleb Beliakov, Douglas C. Creighton, Michael Johnstone, Tim Wilkin:
Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers. Comput. Phys. Commun. 184(8): 1999-2004 (2013) - [j3]Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton:
A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game. Eng. Appl. Artif. Intell. 26(9): 2164-2171 (2013) - [c9]Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
Dynamic control of skilled and unskilled labour task assignments. AIM 2013: 955-960 - [c8]Samer Hanoun, Burhan Khan, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility. INDIN 2013: 206-211 - [c7]Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton:
Q-learning method for controlling traffic signal phase time in a single intersection. ITSC 2013: 1261-1265 - [c6]Sahar Araghi, Abbas Khosravi, Michael Johnstone, Douglas C. Creighton:
Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods. SMC 2013: 3621-3626 - 2012
- [j2]Gleb Beliakov, Michael Johnstone, Saeid Nahavandi:
Computing of high breakdown regression estimators without sorting on graphics processing units. Computing 94(5): 433-447 (2012) - [c5]Vu Thanh Le, James Zhang, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
A generalised data analysis approach for baggage handling systems simulation. SMC 2012: 1681-1687 - [c4]James Zhang, Vu Le, Michael Johnstone, Saeid Nahavandi, Douglas C. Creighton:
Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre. UKSim 2012: 470-475 - [i1]Gleb Beliakov, Michael Johnstone, Douglas C. Creighton, Tim Wilkin:
Parallel random variates generator for GPUs based on normal numbers. CoRR abs/1206.1187 (2012) - 2010
- [j1]Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi:
Status-based Routing in Baggage Handling Systems: Searching Verses Learning. IEEE Trans. Syst. Man Cybern. Part C 40(2): 189-200 (2010) - [c3]Vivian Campbell, Michael Johnstone:
The Significance of Learning Style with Respect to Achievement in First Year Programming Students. Australian Software Engineering Conference 2010: 165-170
2000 – 2009
- 2009
- [c2]Michael Johnstone, Vu Le, Saeid Nahavandi, Douglas C. Creighton:
A Dynamic Architecture for Increased Passenger Queue Model Fidelity. WSC 2009: 3129-3139 - 2007
- [c1]Michael Johnstone, Douglas C. Creighton, Saeid Nahavandi:
Enabling industrial scale simulation/emulation models. WSC 2007: 1028-1034
Coauthor Index
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