Tim Miller

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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
Frank VetereProfessor, School of Computing and Information Systems, University of Melbourne, AustraliaVerified email at unimelb.edu.au
Peter McBurneyKing's College LondonVerified email at kcl.ac.uk
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
Prashan MadumalSchool of Computing and Information Systems, The University of MelbourneVerified email at student.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
Piers HoweUniversity of MelbourneVerified email at unimelb.edu.au
Ghassan BeydounProfessor, University of Technology Sydney, AustraliaVerified email at uow.edu.au
Eduardo VellosoSenior Lecturer, Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
James HarlandSchool of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Yoosef AbusharkAssistant Professor, King Abdulaziz UniversityVerified email at kau.edu.sa
Eman AlatawiAssistant Professor in Software Engineering at Taibah UniversityVerified email at taibahu.edu.sa

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	1519	2019
XAI—Explainable artificial intelligence D Gunning, M Stefik, J Choi, T Miller, S Stumpf, GZ Yang Science Robotics 4 (37), 2019	1104	2019
3. Population Aging and Intergenerational Transfers: Introducing Age into National Accounts A Mason, R Lee, AC Tung, MS Lai, T Miller, A Samwick Developments in the Economics of Aging, 89-124, 2009	239	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	221	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	187	2017
Planning over multi-agent epistemic states: A classical planning approach C Muise, V Belle, P Felli, S McIlraith, T Miller, AR Pearce, L Sonenberg Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015	86	2015
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	81	2006
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	75	2020
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	68	2015
Using dependency structures for prioritization of functional test suites S Haidry, T Miller IEEE Transactions on Software Engineering 39 (2), 258-275, 2013	64*	2013
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	61	2013
Towards a grounded dialog model for explainable artificial intelligence P Madumal, T Miller, F Vetere, L Sonenberg arXiv preprint arXiv:1806.08055, 2018	59*	2018
Contrastive explanation: A structural-model approach T Miller arXiv preprint arXiv:1811.03163, 2018	54	2018
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	53	2014
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	48	2007
The rise of the intergenerational state: aging and development T Miller Population Aging and the Generational Economy, 161-184, 2011	45	2011
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	38	2003
Using constraints and process algebra for specification of first-class agent interaction protocols T Miller, P McBurney International Workshop on Engineering Societies in the Agents World, 245-264, 2006	37	2006
Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review SN Payrovnaziri, Z Chen, P Rengifo-Moreno, T Miller, J Bian, JH Chen, ... Journal of the American Medical Informatics Association 27 (7), 1173-1185, 2020	33	2020

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