Ann E Nicholson

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Kevin B KorbReader, Computer Science, Monash UniversityVerified email at monash.edu
Steven MascaroDr Steven MascaroVerified email at voracity.org
David AlbrechtHead of Digital Technology, John Monash Science SchoolVerified email at monash.edu
Ingrid ZukermanProfessor of Information Technology, Monash UniversityVerified email at monash.edu
Owen WoodberryBayesian IntelligenceVerified email at bayesian-intelligence.com
Thomas DeanBrown UniversityVerified email at brown.edu
Leslie KaelblingVerified email at csail.mit.edu
M. Julia Flores (ORCID: 0000-0001-6...Professor of Computer Science, University of Castilla - La ManchaVerified email at uclm.es
Carmel A. PollinoCSIROVerified email at csiro.au
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 pm.me
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
Charles R. TwardySenior Data Scientist, Jacobs; (Affiliate Faculty, George Mason)Verified email at gmu.edu
Kaye StaceyUniversity of MelbourneVerified email at unimelb.edu.au
Ross PearsonMonash University; University of Melbourne; Swinburne UniversityVerified email at monash.edu
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
John McNeilProfessor and Head, School of Public Health and Preventive Medicine, Monash UniversityVerified email at monash.edu

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	2674	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	541	2007
Planning under time constraints in stochastic domains T Dean, LP Kaelbling, J Kirman, A Nicholson Artificial Intelligence 76 (1-2), 35-74, 1995	346	1995
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	301	1998
Planning with deadlines in stochastic domains T Dean, LP Kaelbling, J Kirman, A Nicholson Proceedings of the Eleventh National Conference on Artificial Intelligence …, 1993	299	1993
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	284	2014
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	283*	1999
Anomaly detection in vessel tracks using Bayesian networks S Mascaro, AE Nicholso, KB Korb International Journal of Approximate Reasoning 55 (1), 84-98, 2014	247	2014
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	177	2013
Dynamic belief networks for discrete monitoring AE Nicholson, JM Brady IEEE Transactions on Systems, Man, and Cybernetics 24 (11), 1593-1610, 1994	177	1994
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	168	2011
Towards a Bayesian model for keyhole plan recognition in large domains DW Albrecht, I Zukerman, AE Nicholson, A Bud User Modeling: Proceedings of the Sixth International Conference UM97 Chia …, 1997	142	1997
Varieties of causal intervention KB Korb, LR Hope, AE Nicholson, K Axnick PRICAI 2004: Trends in Artificial Intelligence: 8th Pacific Rim …, 2004	132	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	131	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	108	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	98	1999
Bayesian poker KB Korb, A Nicholson, N Jitnah arXiv preprint arXiv:1301.6711, 2013	93	2013
Parameterising bayesian networks O Woodberry, A Nicholson, K Korb, C Pollino AI 2004: Advances in Artificial Intelligence, 711-745, 2005	87	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	81	2007
Verbal probabilities: Very likely to be somewhat more confusing than numbers BC Wintle, H Fraser, BC Wills, AE Nicholson, F Fidler PloS one 14 (4), e0213522, 2019	69	2019

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