Overview
Availability
- Dr Ronal Singh is:
- Available for supervision
Qualifications
- Doctor of Philosophy of Computer Science, University of Melbourne
Works
Search Professor Ronal Singh’s works on UQ eSpace
2026
Conference Publication
LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres
Singh, Ronal, Tariq, Shahroz, Jalalvand, Fatemeh, Chhetri, Mohan Baruwal, Nepal, Surya, Paris, Cecile and Lochner, Martin (2026). LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres. IEEE. doi: 10.1109/sp63933.2026.00111
2025
Journal Article
Improving tactical decision-making through multiobjective contrastive explanations
Blom, Michelle, Singh, Ronal, Miller, Tim, Sonenberg, Liz, Trentelman, Kerry, Saulwick, Adam and Wark, Steven (2025). Improving tactical decision-making through multiobjective contrastive explanations. IEEE Transactions on Human-Machine Systems, 55 (5), 855-864. doi: 10.1109/thms.2025.3591163
2025
Journal Article
An actionability assessment tool for enhancing algorithmic recourse in explainable AI
Singh, Ronal, Miller, Tim, Sonenberg, Liz, Velloso, Eduardo, Vetere, Frank and Howe, Piers (2025). An actionability assessment tool for enhancing algorithmic recourse in explainable AI. IEEE Transactions on Human-Machine Systems, 55 (4), 519-528. doi: 10.1109/thms.2025.3582285
2025
Journal Article
Explain to Whom? From User Feedback to Actionable Explanations
Alotaibi, Hissah and Singh, Ronal (2025). Explain to Whom? From User Feedback to Actionable Explanations. International Journal of Human–Computer Interaction, 42 (2), 655-667. doi: 10.1080/10447318.2025.2510824
2024
Conference Publication
Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence
Le, Thao, Miller, Tim, Sonenberg, Liz and Singh, Ronal (2024). Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using Evidence. 27th European Conference on Artificial Intelligence, Santiago de Compostela, Spain, 19–24 October 2024. Amsterdam, Netherlands: IOS Press. doi: 10.3233/faia240571
2024
Journal Article
Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres
Baruwal Chhetri, Mohan, Tariq, Shahroz, Singh, Ronal, Jalalvand, Fatemeh, Paris, Cecile and Nepal, Surya (2024). Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres. ACM Transactions on Internet Technology, 24 (3), 1-22. doi: 10.1145/3670009
2023
Journal Article
Directive explanations for actionable explainability in machine learning applications
Singh, Ronal, Miller, Tim, Lyons, Henrietta, Sonenberg, Liz, Velloso, Eduardo, Vetere, Frank, Howe, Piers and Dourish, Paul (2023). Directive explanations for actionable explainability in machine learning applications. ACM Transactions on Interactive Intelligent Systems, 13 (4) 23, 1-26. doi: 10.1145/3579363
2023
Book Chapter
Metrics for Evaluating Actionability in Explainable AI
Alotaibi, Hissah and Singh, Ronal (2023). Metrics for Evaluating Actionability in Explainable AI. Lecture Notes in Computer Science. (pp. 481-487) Singapore: Springer Nature Singapore. doi: 10.1007/978-981-99-7022-3_44
2021
Journal Article
Goal recognition for deceptive human agents through planning and gaze
Le, Thao, Singh, Ronal and Miller, Tim (2021). Goal recognition for deceptive human agents through planning and gaze. Journal of Artificial Intelligence Research, 71, 697-732. doi: 10.1613/JAIR.1.12518
2020
Journal Article
Combining gaze and AI planning for online human intention recognition
Singh, Ronal, Miller, Tim, Newn, Joshua, Velloso, Eduardo, Vetere, Frank and Sonenberg, Liz (2020). Combining gaze and AI planning for online human intention recognition. Artificial Intelligence, 284 103275, 1-16. doi: 10.1016/j.artint.2020.103275
2019
Conference Publication
AI-mediated gaze-based intention recognition for smart eyewear: Opportunities & Challenges
Newn, Joshua, Tag, Benjamin, Singh, Ronal, Velloso, Eduardo and Vetere, Frank (2019). AI-mediated gaze-based intention recognition for smart eyewear: Opportunities & Challenges. Association for Computing Machinery, Inc. doi: 10.1145/3341162.3348387
2019
Conference Publication
Demo: Combining implicit gaze and AI for real-time intention projection
Newn, Joshua, Singh, Ronal, Velloso, Eduardo and Vetere, Frank (2019). Demo: Combining implicit gaze and AI for real-time intention projection. Association for Computing Machinery, Inc. doi: 10.1145/3341162.3343786
2019
Conference Publication
Designing interactions with intention-aware gaze-enabled artificial agents
Newn, Joshua, Singh, Ronal, Allison, Fraser, Madumal, Prashan, Velloso, Eduardo and Vetere, Frank (2019). Designing interactions with intention-aware gaze-enabled artificial agents. Springer Verlag. doi: 10.1007/978-3-030-29384-0_17
2018
Conference Publication
Interaction design for explainable AI
Madumal, Prashan, Newn, Joshua, Singh, Ronal and Vetere, Frank (2018). Interaction design for explainable AI. Association for Computing Machinery. doi: 10.1145/3292147.3293450
2018
Conference Publication
Combining Planning with Gaze for Online Human Intention Recognition
Singh, Ronal, Miller, Tim, Newn, Joshua, Sonenberg, Liz, Velloso, Eduardo and Vetere, Frank (2018). Combining Planning with Gaze for Online Human Intention Recognition. IEEE Computer Society. doi: 10.65109/dwiy4771
2018
Conference Publication
Combining planning with gaze for online human intention recognition: Socially interactive agents track
Singh, Ronal, Miller, Tim, Newn, Joshua, Sonenberg, Liz, Velloso, Eduardo and Vetere, Frank (2018). Combining planning with gaze for online human intention recognition: Socially interactive agents track. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
2016
Conference Publication
Communication and shared mental models for teams performing interdependent tasks
Singh, Ronal, Sonenberg, Liz and Mille, Tim (2016). Communication and shared mental models for teams performing interdependent tasks. Springer Verlag. doi: 10.1007/978-3-319-46882-2_10
2014
Conference Publication
A preliminary analysis of interdependence in multiagent systems
Singh, Ronal, Miller, Tim and Sonenberg, Liz (2014). A preliminary analysis of interdependence in multiagent systems. Springer Verlag. doi: 10.1007/978-3-319-13191-7_31
Supervision
Availability
- Dr Ronal Singh is:
- Available for supervision
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