Prof Michael Kirley
Professor
School of Computing and Information Systems
170 Scholarly works
13 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.2026.1036742026
Book Chapter
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_212026
Journal article
Beyond Distribution Shift: Investigating Generalisation in Automated Algorithm Selection for Single-Objective Black-Box Optimisation
DOI: 10.1109/tevc.2026.36978902025
Journal article
Uncertainty driven decision making and perturbation dynamics in evolutionary games on small-world networks
DOI: 10.1016/j.physa.2025.1307192022
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
2025
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: 10.1145/3706468.37065112025
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: 10.1145/3638530.3654111
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