Michael Johnstone

Proceedings of the IEEE International Systems Conference, 2024

2023

Enhancing the Harris' Hawk optimiser for single- and multi-objective optimisation.

[BibT_eX]

[DOI]

Soft Comput., November, 2023

Towards designing a generic and comprehensive deep reinforcement learning framework.

[BibT_eX]

[DOI]

Appl. Intell., 2023

Computation of Minimum Number of Automated Guided Vehicles (AGVs) with Battery Charging.

[BibT_eX]

[DOI]

Haafizah Rameeza Shaukat

Bruce Gunn

Proceedings of the 12th International Conference on Informatics, 2023

2022

Improving high value manufacturing with simulation-based Bayesian Optimisation.

[BibT_eX]

[DOI]

Bruce Gunn

Imali T. Hettiarachchi

Proceedings of the IEEE International Systems Conference, 2022

2021

Dynamic time warp-based clustering: Application of machine learning algorithms to simulation input modelling.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

Application Based Cigarette Detection on Social Media Platforms Using Machine Learning Algorithms.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2020

2019

A scalarization-based dominance evolutionary algorithm for many-objective optimization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

An Improved Scalarization-based Dominance Evolutionary Algorithm for Many-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Systems Conference, 2019

2018

Multi-objective job shop scheduling using i-NSGA-III.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

2017

A new decomposition-based evolutionary framework for many-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

A framework for designing active Pan-Tilt-Zoom (PTZ) camera networks for surveillance applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 Annual IEEE International Systems Conference, 2017

2016

Improved NSGA-III using neighborhood information and scalarization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Simulation-based baggage handling system merge analysis.

[BibT_eX]

[DOI]

Simul. Model. Pract. Theory, 2015

A dynamic time warped clustering technique for discrete event simulation-based system analysis.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Evaluation of tender solutions for aviation training using discrete event simulation and best performance criteria.

[BibT_eX]

[DOI]

Proceedings of the 2015 Winter Simulation Conference, 2015

Optimal Feature Subset Selection for Neuron Spike Sorting Using the Genetic Algorithm.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2013

Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers.

[BibT_eX]

[DOI]

Comput. Phys. Commun., 2013

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

[BibT_eX]

[DOI]

Computing, 2013

Intelligent Traffic Light Control of Isolated Intersections Using Machine Learning Methods.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

Q-learning method for controlling traffic signal phase time in a single intersection.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

Dynamic control of skilled and unskilled labour task assignments.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2013

2012

Parallel random variates generator for GPUs based on normal numbers

[BibT_eX]

[DOI]

CoRR, 2012

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

[BibT_eX]

[DOI]

Gleb Beliakov

Computing, 2012

Discrete Event Simulation Enabled High Level Emulation of a Distribution Centre.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Computer Modelling and Simulation, 2012

A generalised data analysis approach for baggage handling systems simulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2010

Status-based Routing in Baggage Handling Systems: Searching Verses Learning.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2010

The Significance of Learning Style with Respect to Achievement in First Year Programming Students.

[BibT_eX]

[DOI]

Vivian Campbell

Proceedings of the 21st Australian Software Engineering Conference (ASWEC 2010), 2010

2009

A Dynamic Architecture for Increased Passenger Queue Model Fidelity.

[BibT_eX]

[DOI]

Proceedings of the 2009 Winter Simulation Conference, 2009

2007

Enabling industrial scale simulation/emulation models.

[BibT_eX]

[DOI]