Michael Johnstone

Orcid: 0000-0002-3005-8911

According to our database1, Michael Johnstone authored at least 32 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation.
Soft Comput., November, 2023

Towards designing a generic and comprehensive deep reinforcement learning framework.
Appl. Intell., 2023

Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging.
Proceedings of the 12th International Conference on Informatics, 2023

2022
Improving high value manufacturing with simulation-based Bayesian Optimisation.
Proceedings of the IEEE International Systems Conference, 2022

2021
Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling.
Expert Syst. Appl., 2021

Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms.
Proceedings of the Future Data and Security Engineering - 8th International Conference, 2021

2020
Tools and analytic techniques to synthesise community knowledge in CBPR using computer-mediated participatory system modelling.
npj Digit. Medicine, 2020

2019
A scalarization-based dominance evolutionary algorithm for many-objective optimization.
Inf. Sci., 2019

An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization.
Proceedings of the 2019 IEEE International Systems Conference, 2019

2018
Multi-objective job shop scheduling using i-NSGA-III.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

2017
A new decomposition-based evolutionary framework for many-objective optimization.
Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications.
Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

2016
Improved NSGA-III using neighborhood information and scalarization.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015
Simulation-based baggage handling system merge analysis.
Simul. Model. Pract. Theory, 2015

A dynamic time warped clustering technique for discrete event simulation-based system analysis.
Expert Syst. Appl., 2015

Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria.
Proceedings of the 2015 Winter Simulation Conference, 2015

Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2013
A novel modular Q-learning architecture to improve performance under incomplete learning in a grid soccer game.
Eng. Appl. Artif. Intell., 2013

Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.
Comput. Phys. Commun., 2013

An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units.
Computing, 2013

Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods.
Proceedings of the IEEE International Conference on Systems, 2013

Q-learning method for controlling traffic signal phase time in a single intersection.
Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

An effective heuristic for stockyard planning and machinery scheduling at a coal handling facility.
Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

Dynamic control of skilled and unskilled labour task assignments.
Proceedings of the 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2013

2012
Parallel random variates generator for GPUs based on normal numbers
CoRR, 2012

Computing of high breakdown regression estimators without sorting on graphics processing units.
Computing, 2012

Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre.
Proceedings of the 14th International Conference on Computer Modelling and Simulation, 2012

A generalised data analysis approach for baggage handling systems simulation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2010
Status-based Routing in Baggage Handling Systems: Searching Verses Learning.
IEEE Trans. Syst. Man Cybern. Part C, 2010

The Significance of Learning Style with Respect to Achievement in First Year Programming Students.
Proceedings of the 21st Australian Software Engineering Conference (ASWEC 2010), 2010

2009
A Dynamic Architecture for Increased Passenger Queue Model Fidelity.
Proceedings of the 2009 Winter Simulation Conference, 2009

2007
Enabling industrial scale simulation/emulation models.
Proceedings of the Winter Simulation Conference, 2007


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