Tim Miller

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	All	Since 2016
Citations	3093	2243
h-index	24	16
i10-index	58	30

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Co-authors

Liz SonenbergComputing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Leon SterlingSwinburne University of TechnologyVerified email at swin.edu.au
Sonja PedellAssociate Professor at Swinburne University of TechnologyVerified email at swin.edu.au
Peter McBurneyKing's College LondonVerified email at kcl.ac.uk
Frank VetereProfessor, School of Computing and Information Systems, University of Melbourne, AustraliaVerified email at unimelb.edu.au
Adrian R. PearceProfessor, School of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Dr Antonette MendozaSenior Lecturer, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Christian MuiseQueen's UniversityVerified email at queensu.ca
Paolo FelliFree University of Bozen-BolzanoVerified email at unibz.it
Paul StrooperThe University of QueenslandVerified email at rgbassurance.com.au
Antonio Alejandro (Alexi) Lopez-LorcaThe University of MelbourneVerified email at unimelb.edu.au
John ThangarajahRMIT universityVerified email at rmit.edu.au
Steve HowardProfessor, Computing & Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Prashan MadumalSchool of Computing and Information Systems, The University of MelbourneVerified email at student.unimelb.edu.au
Ghassan BeydounProfessor, University of Technology Sydney, AustraliaVerified email at uow.edu.au
James HarlandProfessor of Computational Logic, RMIT UniversityVerified email at rmit.edu.au
Yoosef AbusharkAssistant Professor, King Abdulaziz UniversityVerified email at kau.edu.sa
Piers HoweUniversity of MelbourneVerified email at unimelb.edu.au
Eman AlatawiAssistant Professor in Software Engineering at Taibah UniversityVerified email at taibahu.edu.sa
Michal Pechoucek Professor of Computer Science, Czech Technical University, Head of Agent Technology CenterVerified email at fel.cvut.cz

Tim Miller

School of Computing and Information Systems, University of Melbourne

Verified email at unimelb.edu.au - Homepage

artificial intelligence human-agent interaction explainable AI AI planning computer science


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Explanation in artificial intelligence: Insights from the social sciences T Miller Artificial Intelligence 267, 1-38, 2019	968	2019
Population aging and intergenerational transfers: Introducing age into national accounts A Mason, R Lee, AC Tung, MS Lai, T Miller Developments in the Economics of Aging, 89-122, 2009	193	2009
Explainable AI: Beware of inmates running the asylum or: How I learnt to stop worrying and love the social and behavioural sciences T Miller, P Howe, L Sonenberg arXiv preprint arXiv:1712.00547, 2017	163	2017
Iarpa janus benchmark-b face dataset C Whitelam, E Taborsky, A Blanton, B Maze, J Adams, T Miller, N Kalka, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	142	2017
Crossing the agent technology chasm: Lessons, experiences and challenges in commercial applications of agents S Munroe, T Miller, RA Belecheanu, M Pěchouček, P McBurney, M Luck The Knowledge Engineering Review 21 (4), 345-392, 2006	79	2006
Planning over multi-agent epistemic states: A classical planning approach C Muise, V Belle, P Felli, S McIlraith, T Miller, A Pearce, L Sonenberg Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015	78	2015
Model-based test oracle generation for automated unit testing of agent systems L Padgham, Z Zhang, J Thangarajah, T Miller IEEE Transactions on Software Engineering 39 (9), 1230-1244, 2013	60	2013
Emotion-led modelling for people-oriented requirements engineering: The case study of emergency systems T Miller, S Pedell, AA Lopez-Lorca, A Mendoza, L Sterling, A Keirnan Journal of Systems and Software 105, 54-71, 2015	58	2015
Using dependency structures for prioritization of functional test suites S Haidry, T Miller IEEE Transactions on Software Engineering 39 (2), 258-275, 2013	56*	2013
Commercial applications of agents: Lessons, experiences and challenges RA Belecheanu, S Munroe, M Luck, T Payne, T Miller, P McBurney, ... Proceedings of the fifth international joint conference on Autonomous agents …, 2006	51	2006
Amongst first-class protocols T Miller, J McGinnis International Workshop on Engineering Societies in the Agents World, 208-223, 2007	47	2007
Requirements elicitation and specification using the agent paradigm: the case study of an aircraft turnaround simulator T Miller, B Lu, L Sterling, G Beydoun Software Engineering, IEEE Transactions on 40 (10), 1007 - 1024, 2014	46	2014
Population aging and intergenerational transfers: introducing age into national income accounts A Mason, R Lee, AC Tung, MS Lai, T Miller Developments in the Economics of Aging, 89-122, 2009	46	2009
The rise of the intergenerational state: aging and development T Miller Population aging and the generational economy, 161-184, 2011	40	2011
Explainable reinforcement learning through a causal lens P Madumal, T Miller, L Sonenberg, F Vetere Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2493-2500, 2020	38	2020
Towards a grounded dialog model for explainable artificial intelligence P Madumal, T Miller, F Vetere, L Sonenberg arXiv preprint arXiv:1806.08055, 2018	38*	2018
Explainable reinforcement learning through a causal lens P Madumal, T Miller, L Sonenberg, F Vetere Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2493-2500, 2020	37	2020
XAI—Explainable artificial intelligence D Gunning, M Stefik, J Choi, T Miller, S Stumpf, GZ Yang Science Robotics 4 (37), 2019	36	2019
Contrastive explanation: A structural-model approach T Miller arXiv preprint arXiv:1811.03163, 2018	36	2018
A framework and tool support for the systematic testing of model-based specifications T Miller, P Strooper ACM Transactions on Software Engineering and Methodology (TOSEM) 12 (4), 409-439, 2003	36	2003

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