| Combining gaze and AI planning for online human intention recognition R Singh, T Miller, J Newn, E Velloso, F Vetere, L Sonenberg Artificial Intelligence 284, 103275, 2020 | 116 | 2020 |
| Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres M Baruwal Chhetri, S Tariq, R Singh, F Jalalvand, C Paris, S Nepal ACM Transactions on Internet Technology, 2024 | 57 | 2024 |
| Directive explanations for actionable explainability in machine learning applications R Singh, T Miller, H Lyons, L Sonenberg, E Velloso, F Vetere, P Howe, ... ACM Transactions on Interactive Intelligent Systems, 2023 | 57 | 2023 |
| Designing interactions with intention-aware gaze-enabled artificial agents J Newn, R Singh, F Allison, P Madumal, E Velloso, F Vetere IFIP Conference on Human-Computer Interaction, 255-281, 2019 | 20 | 2019 |
| Communication and shared mental models for teams performing interdependent tasks R Singh, L Sonenberg, T Miller International Workshop on Coordination, Organizations, Institutions, and …, 2016 | 19 | 2016 |
| Explaining model confidence using counterfactuals T Le, T Miller, R Singh, L Sonenberg Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11856 …, 2023 | 18 | 2023 |
| Towards the new xai: A hypothesis-driven approach to decision support using evidence T Le, T Miller, L Sonenberg, R Singh ECAI 2024, 850-857, 2024 | 17 | 2024 |
| Improving model understanding and trust with counterfactual explanations of model confidence T Le, T Miller, R Singh, L Sonenberg arXiv preprint arXiv:2206.02790, 2022 | 15 | 2022 |
| Bridging expertise gaps: The role of llms in human-ai collaboration for cybersecurity S Tariq, R Singh, MB Chhetri, S Nepal, C Paris arXiv preprint arXiv:2505.03179, 2025 | 8 | 2025 |
| LEx: A framework for operationalising layers of machine learning explanations R Singh, U Ehsan, M Cheong, MO Riedl, T Miller arXiv preprint arXiv:2104.09612, 2021 | 8 | 2021 |
| An Actionability Assessment Tool for Explainable AI R Singh, T Miller, L Sonenberg, E Velloso, F Vetere, P Howe, P Dourish arXiv preprint arXiv:2407.09516, 2024 | 7 | 2024 |
| Interaction design for explainable ai: workshop proposal P Madumal, R Singh, J Newn, F Vetere Proceedings of the 30th Australian Conference on Computer-Human Interaction …, 2018 | 7 | 2018 |
| Llms in the soc: An empirical study of human-ai collaboration in security operations centres R Singh, S Tariq, F Jalalvand, MB Chhetri, S Nepal, C Paris, M Lochner arXiv preprint arXiv:2508.18947, 2025 | 6 | 2025 |
| Directive Explanations for Actionable Explainability in Machine Learning Applications.(2021) R Singh, P Dourish, P Howe, T Miller, L Sonenberg, E Velloso, F Vetere DOI: http://dx. doi. org/10.48550/ARXIV 2102, 2021 | 6 | 2021 |
| AI-mediated gaze-based intention recognition for smart eyewear: opportunities & challenges J Newn, B Tag, R Singh, E Velloso, F Vetere Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019 | 6 | 2019 |
| Designing for multi-agent collaboration: a shared mental model perspective. RR Singh University of Melbourne, Parkville, Victoria, Australia, 2018 | 6 | 2018 |
| Visual evaluative ai: A hypothesis-driven tool with concept-based explanations and weight of evidence T Le, T Miller, R Zhang, L Sonenberg, R Singh arXiv preprint arXiv:2407.04710, 2024 | 5 | 2024 |
| Metrics for evaluating actionability in explainable AI H Alotaibi, R Singh Pacific Rim International Conference on Artificial Intelligence, 481-487, 2023 | 5 | 2023 |
| Combining implicit gaze and AI for real-time intention projection J Newn, R Singh, E Velloso, F Vetere Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019 | 5 | 2019 |
| A preliminary analysis of interdependence in multiagent systems R Singh, T Miller, L Sonenberg International Conference on Principles and Practice of Multi-Agent Systems …, 2014 | 5 | 2014 |
Tim MillerSchool of Electrical Engineering and Computer Science, The University of QueenslandVerified email at uq.edu.au
