Prof Michael Kirley
Professor
School of Computing and Information Systems
167 Scholarly works
14 Projects
HIGHLIGHTS
2026
Journal article
Comparative study of Bayesian Network-based root cause analysis methods for chemical and bioprocess systems
DOI: 10.1016/j.jprocont.2026.1036742025
Journal article
Uncertainty driven decision making and perturbation dynamics in evolutionary games on small-world networks
DOI: 10.1016/j.physa.2025.1307192025
Journal article
Constrained Bayesian accelerated design of acoustic polyurethane coatings with metamaterial features under hydrostatic pressure
DOI: 10.1007/s00158-025-04107-72025
Conference Proceedings
Turning Uncertainty to Information by Intervals in Ensemble Classifiers
DOI: 10.1007/978-981-96-8295-9_172024
Research grants (ARC, NHMRC, MRFF)
A Modelling Framework for Designing More Sustainable Urban Freight Systems
2022
Research grants (ARC, NHMRC, MRFF)
ARC Research Hub for Digital Bioprocess Development
2021
Research Grant
Positive Behaviour Support: A Collaborative Approach to Delivering Best Practice
RECENT SCHOLARLY WORKS
2025
Conference Proceedings
Investigating Validity and Generalisability in Trace-Based Measurement of Self-Regulated Learning: A Multidisciplinary Study
DOI: 10.1145/3706468.37065112025
Journal article
Interpretable active learning meta-modeling for the association dynamics of telechelic polymers on colloidal particles
DOI: 10.1122/8.00009302025
Journal article
The Middle Leadership Looking Glass: Comparing the Self-Perception of Leadership Practices with the Perspectives of Teachers Spanning Career Stages
DOI: 10.1080/15700763.2025.25633682024
Conference Proceedings
Online Per-Instance Algorithm Selection for Constrained Multi-Objective Optimization Problems
DOI: 10.1145/3638530.36541112024
Conference Proceedings
Sensitivity Analysis of Surrogate-assisted Bilevel Optimisation
DOI: 10.1145/3638530.36542282024
Journal article
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem
DOI: 10.1016/j.swevo.2023.101433
RECENT PROJECTS
2021
Research grants (ARC, NHMRC, MRFF)
Student IP Deed (Suhithi Fernando) - ARC Training Centre in Optimisation Technologies, Integrated Methodologies, and Applications (OPTIMA)
2021
Research Grant
Positive Behaviour Support: A Collaborative Approach to Delivering Best Practice