Timothy Miller

Good Proctor or "Big Brother"? Ethics of Online Exam Supervision Technologies.

Simon Coghlan, Tim Miller, Jeannie Paterson

Journal article  |  2021  |  Philos Technol

Online exam supervision technologies have recently generated significant controversy and concern. Their use is now booming due to ..

Explainable models for forecasting the emergence of political instability

Emma Baillie, Piers DL Howe, Andrew Perfors, Tim Miller, Yoshihisa Kashima, Andreas Beger

Journal article  |  2021  |  PLOS ONE

Building on previous research on the use of macroeconomic factors for conflict prediction and using data on political instability ..

Modeling communication of collaborative multiagent system under epistemic planning

Abeer Alshehri, Tim Miller, Liz Sonenberg

Journal article  |  2021  |  INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

In most multiagent applications, communication is essential among agents to coordinate their actions and achieve their goals. Howe..

Conceptualising Contestability

Henrietta Lyons, Eduardo Velloso, Tim Miller

Journal article  |  2021  |  Proceedings of the ACM on Human-Computer Interaction

Formalizing trust in artificial intelligence: Prerequisites, causes and goals of human trust in AI

A Jacovi, A Marasović, T Miller, Y Goldberg

Conference Proceedings  |  2021  |  FAccT 2021 - Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

Trust is a central component of the interaction between people and AI, in that 'incorrect' levels of trust may cause misuse, abuse..

Goal recognition for deceptive human agents through planning and gaze

T Le, R Singh, T Miller

Journal article  |  2021  |  Journal of Artificial Intelligence Research

Eye gaze has the potential to provide insight into the minds of individuals, and this idea has been used in prior research to impr..

Deceptive reinforcement learning for privacy-preserving planning

Z Liu, Y Yang, T Miller, P Masters

Conference Proceedings  |  2021  |  Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

Combining gaze and AI planning for online human intention recognition

R Singh, T Miller, J Newn, E Velloso, F Vetere, L Sonenberg

Journal article  |  2020  |  Artificial Intelligence

Intention recognition is the process of using behavioural cues, such as deliberative actions, eye gaze, and gestures, to infer an ..

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review.

Seyedeh Neelufar Payrovnaziri, Zhaoyi Chen, Pablo Rengifo-Moreno, Tim Miller, Jiang Bian, Jonathan H Chen, Xiuwen Liu, Zhe He

Journal article  |  2020  |  Journal of the American Medical Informatics Association

OBJECTIVE: To conduct a systematic scoping review of explainable artificial intelligence (XAI) models that use real-world electron..

Demand-Driven Transparency for Monitoring Intelligent Agents

Mor Vered, Piers Howe, Tim Miller, Liz Sonenberg, Eduardo Velloso

Journal article  |  2020  |  IEEE Transactions on Human-Machine Systems

In autonomous multiagent or multirobotic systems, the ability to quickly and accurately respond to threats and uncertainties is im..