Prof Michael Kirley
Professor
School of Computing and Information Systems
174 Scholarly works
13 Projects
HIGHLIGHTS
2027
Journal article
Crowdshipping for reverse logistics: unlocking sustainability, trust, and fairness
DOI: 10.1016/j.tre.2026.1052082026
Journal article
Recent developments in the Last-Mile Location-Routing problem
DOI: 10.1016/j.cie.2026.1123442026
Journal article
Comparative study of Bayesian Network-based root cause analysis methods for chemical and bioprocess systems
DOI: 10.1016/j.jprocont.2026.1036742026
Conference Proceedings
Generalisation of Automated Algorithm Selection in Black-Box Optimisation: The Role of Algorithm Portfolio and Learning Model
DOI: 10.1007/978-3-032-23604-3_212022
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
2018
Research Grant
A Computational Theory of Strategic Deception
RECENT SCHOLARLY WORKS
2026
Journal article
Beyond Distribution Shift: Investigating Generalisation in Automated Algorithm Selection for Single-Objective Black-Box Optimisation
DOI: 10.1109/TEVC.2026.36978902026
Journal article
Understanding the Career Transitions of Teachers and Leaders in Australian Schools–Providing the Evidence Base to Sustain the Profession
DOI: 10.1080/15700763.2026.27177022025
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_172025
Conference Proceedings
Investigating Validity and Generalisability in Trace-Based Measurement of Self-Regulated Learning: A Multidisciplinary Study
DOI: 10.1145/3706468.3706511
RECENT PROJECTS
2021
Research grants (ARC, NHMRC, MRFF)
Return of Strategic Funding (Monash) - ARC Training Centre in Optimisation Technologies, Integrated Methodologies, and Applications (OPTIMA)
2021
Research Grant
Positive Behaviour Support: A Collaborative Approach to Delivering Best Practice