Miller, Tim

Explanation in Artificial Intelligence: Insights from the Social Sciences

Miller, T. (2017) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 5,338

Explanation in artificial intelligence: Insights from the social sciences

Miller, T. (2019) · Artificial Intelligence

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 5,302

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Jacovi, A., Marasović, A., Miller, T., & Goldberg, Y. (2021) · Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 545

Good proctor or “big brother”? Ethics of online exam supervision technologies

Coghlan, S., Miller, T., & Paterson, J. (2021) · Philosophy & Technology

Academic integrity and plagiarismEthics and Social Impacts of AI

Cited by 219

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences

Miller, T., Howe, P., & Sonenberg, L. (2017) · arXiv

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 218

Contrastive explanation: a structural-model approach

Miller, T. (2021) · The Knowledge Engineering Review

Explainable Artificial Intelligence (XAI)Bayesian Modeling and Causal Inference

Cited by 186

Explainable AI is Dead, Long Live Explainable AI!: Hypothesis-driven Decision Support using Evaluative AI

Miller, T. (2023) · 2023 ACM Conference on Fairness Accountability and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 172

Explainable Reinforcement Learning through a Causal Lens

Madumal, P., Miller, T., Sonenberg, L., & Vetere, F. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Bayesian Modeling and Causal Inference

Cited by 58

What’s the Appeal? Perceptions of Review Processes for Algorithmic Decisions

Lyons, H., Wijenayake, S., Miller, T., & Velloso, E. (2022) · CHI Conference on Human Factors in Computing Systems

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 27

Demand-Driven Transparency for Monitoring Intelligent Agents

Vered, M., Howe, P., Miller, T., Sonenberg, L., & Velloso, E. (2020) · IEEE Transactions on Human-Machine Systems

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 21

Conceptualising Contestability: Perspectives on Contesting Algorithmic Decisions

Lyons, H., Velloso, E., & Miller, T. (2021) · Proceedings of the ACM on Human-Computer Interaction

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 4