Prof Liz Sonenberg
Professor Emerita / Emeritus
School of Computing and Information Systems
162 Scholarly works
22 Projects
HIGHLIGHTS
2025
Journal article
An Actionability Assessment Tool for Enhancing Algorithmic Recourse in Explainable AI
DOI: 10.1109/THMS.2025.35822852025
Journal article
Improving Tactical Decision-Making Through Multiobjective Contrastive Explanations
DOI: 10.1109/THMS.2025.35911632024
Book Chapter
Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence
DOI: 10.3233/FAIA2405712023
Journal article
Directive Explanations for Actionable Explainability in Machine Learning Applications
DOI: 10.1145/35793632019
Research Contracts
Explanatory AI for Maritime Domain Awareness
2019
Research Grant
Explanation in Artificial Intelligence: A Human-Centred Approach
2018
Research Grant
A Computational Theory of Strategic Deception
RECENT SCHOLARLY WORKS
2023
Journal article
Logics and collaboration
DOI: 10.1093/jigpal/jzad0062023
Journal article
The effects of explanations on automation bias
DOI: 10.1016/j.artint.2023.1039522023
Conference Proceedings
Explaining Model Confidence Using Counterfactuals
DOI: 10.1609/aaai.v37i10.26361263992022
Journal article
Efficient multi-agent epistemic planning: Teaching planners about nested belief
DOI: 10.1016/j.artint.2021.1036052021
Journal article
Modeling communication of collaborative multiagent system under epistemic planning
DOI: 10.1002/int.225362021
Conference Proceedings
The Role of Environments in Affording Deceptive Behaviour: Some Preliminary Insights from Stage Magic
DOI: 10.1007/978-3-030-91779-1_2
RECENT PROJECTS
2026
Research grants (ARC, NHMRC, MRFF)
An Interventionist Approach to Explainable Artificial Intelligence
2013
Research Grant
Building Collaborative Research With a Particular Focus on Cardiovascular Health