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2026 Conference Publication LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations CentresSingh, 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 |
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2025 Journal Article Improving tactical decision-making through multiobjective contrastive explanationsBlom, 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 |
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2025 Journal Article An actionability assessment tool for enhancing algorithmic recourse in explainable AISingh, 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 |
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2025 Journal Article Explain to Whom? From User Feedback to Actionable ExplanationsAlotaibi, 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 |
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2024 Conference Publication Towards the New XAI: A Hypothesis-Driven Approach to Decision Support Using EvidenceLe, 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 |
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2024 Journal Article Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations CentresBaruwal 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 |
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2023 Journal Article Directive explanations for actionable explainability in machine learning applicationsSingh, 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 |
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2023 Book Chapter Metrics for Evaluating Actionability in Explainable AIAlotaibi, 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 |
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2021 Journal Article Goal recognition for deceptive human agents through planning and gazeLe, 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 |
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2020 Journal Article Combining gaze and AI planning for online human intention recognitionSingh, 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 |
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2019 Conference Publication AI-mediated gaze-based intention recognition for smart eyewear: Opportunities & ChallengesNewn, 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 |
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2019 Conference Publication Demo: Combining implicit gaze and AI for real-time intention projectionNewn, 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 |
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2019 Conference Publication Designing interactions with intention-aware gaze-enabled artificial agentsNewn, 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 |
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2018 Conference Publication Interaction design for explainable AIMadumal, Prashan, Newn, Joshua, Singh, Ronal and Vetere, Frank (2018). Interaction design for explainable AI. Association for Computing Machinery. doi: 10.1145/3292147.3293450 |
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2018 Conference Publication Combining Planning with Gaze for Online Human Intention RecognitionSingh, 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 |
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2018 Conference Publication Combining planning with gaze for online human intention recognition: Socially interactive agents trackSingh, 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). |
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2016 Conference Publication Communication and shared mental models for teams performing interdependent tasksSingh, 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 |
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2014 Conference Publication A preliminary analysis of interdependence in multiagent systemsSingh, 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 |
