Ann E Nicholson

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Kevin B KorbReader, Computer Science, Monash UniversityVerified email at monash.edu
Ingrid ZukermanProfessor of Information Technology, Monash UniversityVerified email at monash.edu
David AlbrechtSenior Lecturer, Monash UniversityVerified email at monash.edu
Steven MascaroDr Steven MascaroVerified email at voracity.org
Owen WoodberryBayesian IntelligenceVerified email at bayesian-intelligence.com
Thomas DeanBrown UniversityVerified email at brown.edu
Leslie KaelblingVerified email at csail.mit.edu
Carmel A. PollinoCSIROVerified email at csiro.au
M. Julia Flores (ORCID: 0000-0001-6...Professor of Computer Science, University of Castilla - La ManchaVerified email at uclm.es
Geoff WebbProfessor of Information Technology Research, Monash UniversityVerified email at monash.edu
Barry Hartwater studies centreVerified email at monash.edu
François PetitjeanAustralian GovernmentVerified email at monash.edu
Kaye StaceyUniversity of MelbourneVerified email at unimelb.edu.au
Charles R. TwardySenior Data Scientist, Jacobs; (Affiliate Faculty, George Mason)Verified email at gmu.edu
Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideVerified email at cs.ucr.edu
Germain ForestierFull Professor of Computer Science, Université de Haute AlsaceVerified email at uha.fr
Liz SonenbergComputing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Bijan ShirinzadehProfessor of Mechanical and Aerospace Engineering, Monash University - Director: RMRLVerified email at monash.edu
Antony TangAdjunct Professor, VU Amsterdam and Swinburne University of TechnologyVerified email at swin.edu.au
Jun HanProfessor of Software Engineering, Swinburne University of Technology, AustraliaVerified email at swin.edu.au

Ann E Nicholson

Professor, Monash University

Verified email at monash.edu

Artificial Intelligence Bayesian networks probabilistic risk assessment expert elicitation user modelling


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Bayesian artificial intelligence KB Korb, AE Nicholson CRC press, 2010	2433	2010
Parameterisation and evaluation of a Bayesian network for use in an ecological risk assessment CA Pollino, O Woodberry, A Nicholson, K Korb, BT Hart Environmental Modelling & Software 22 (8), 1140-1152, 2007	495	2007
Planning under time constraints in stochastic domains T Dean, LP Kaelbling, J Kirman, A Nicholson Artificial Intelligence 76 (1-2), 35-74, 1995	338	1995
Planning with deadlines in stochastic domains T Dean, LP Kaelbling, J Kirman, A Nicholson Proceedings of the Eleventh National Conference on Artificial Intelligence …, 1993	292	1993
Bayesian models for keyhole plan recognition in an adventure game DW Albrecht, I Zukerman, AE Nicholson User modeling and user-adapted interaction 8 (1), 5-47, 1998	289	1998
Predicting users' requests on the WWW Z Albrecht, I Zukerman, DW Albrecht, AE Nicholson In UM99--Proceedings of the Seventh International Conference on User Modeling, 1999	282*	1999
Dynamic Time Warping averaging of time series allows faster and more accurate classification F Petitjean, G Forestier, G Webb, AE Nicholson, Y Chen, E Keogh Data Mining (ICDM), 2014 IEEE International Conference on, 470-479, 2014	245	2014
Anomaly detection in vessel tracks using Bayesian networks S Mascaro, AE Nicholso, KB Korb International Journal of Approximate Reasoning 55 (1), 84-98, 2014	185	2014
Dynamic belief networks for discrete monitoring AE Nicholson, JM Brady IEEE Transactions on Systems, Man, and Cybernetics 24 (11), 1593-1610, 1994	169	1994
Bayesian Networks for Clinical Decision Support in Lung Cancer Care MB Sesen, AE Nicholson, R Banares-Alcantara, T Kadir, M Brady PLOS ONE 8 (12), e82349, 2013	151	2013
Incorporating expert knowledge when learning Bayesian network structure: a medical case study MJ Flores, AE Nicholson, A Brunskill, KB Korb, S Mascaro Artificial intelligence in medicine 53 (3), 181-204, 2011	136	2011
Towards a Bayesian model for keyhole plan recognition in large domains DW Albrecht, I Zukerman, AE Nicholson, A Bud User Modeling, 365-376, 1997	134	1997
Varieties of causal intervention KB Korb, LR Hope, AE Nicholson, K Axnick Pacific Rim International Conference on Artificial Intelligence, 322-331, 2004	113	2004
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm F Petitjean, G Forestier, GI Webb, AE Nicholson, Y Chen, E Keogh Knowledge and Information Systems 47 (1), 1-26, 2016	107	2016
Using Bayesian belief networks for change impact analysis in architecture design A Tang, A Nicholson, Y Jin, J Han Journal of Systems and Software 80 (1), 127-148, 2007	100	2007
Pre-sending documents on the WWW: A comparative study D Albrecht, I Zukerman, A Nicholson INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE 16, 1274-1279, 1999	99	1999
Bayesian poker KB Korb, A Nicholson, N Jitnah arXiv preprint arXiv:1301.6711, 2013	88	2013
Parameterising bayesian networks O Woodberry, A Nicholson, K Korb, C Pollino AI 2004: Advances in Artificial Intelligence, 711-745, 2005	82	2005
Optimal area covering using genetic algorithms PA Jimenez, B Shirinzadeh, A Nicholson, G Alici 2007 IEEE/ASME international conference on advanced intelligent mechatronics …, 2007	74	2007
Seabreeze prediction using Bayesian networks RJ Kennett, KB Korb, AE Nicholson Pacific-Asia Conference on Knowledge Discovery and Data Mining, 148-153, 2001	65	2001

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