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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

Improving tactical decision-making through multiobjective contrastive explanations

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

An actionability assessment tool for enhancing algorithmic recourse in explainable AI

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

Explain to Whom? From User Feedback to Actionable Explanations

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

Towards Human-AI Teaming to Mitigate Alert Fatigue in Security Operations Centres

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

Directive explanations for actionable explainability in machine learning applications

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

Goal recognition for deceptive human agents through planning and gaze

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

Combining gaze and AI planning for online human intention recognition