Ann E Nicholson

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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, Department of Data Science and Artificial Intelligence, Monash UniversityVerified email at monash.edu
Barry Hartwater studies centreVerified email at monash.edu
François PetitjeanAustralian GovernmentVerified email at pm.me
Ross PearsonMonash University; University of Melbourne; Swinburne UniversityVerified email at monash.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
Charles R. TwardySenior Data Scientist, Jacobs; (Affiliate Faculty, George Mason)Verified email at gmu.edu
Kaye StaceyUniversity of MelbourneVerified email at unimelb.edu.au
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
Rodney PottsSenior Research Scientist, Bureau of Meteorology, Melbourne, AustraliaVerified email at bom.gov.au
Abraham Oshni AlvandiPhDVerified 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	2767	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	564	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
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	311	2014
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	300	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	298	1993
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	287*	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	262	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	194	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	190	2011
Dynamic belief networks for discrete monitoring AE Nicholson, JM Brady IEEE Transactions on Systems, Man, and Cybernetics 24 (11), 1593-1610, 1994	176	1994
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	145	2016
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	141	1997
Varieties of causal intervention KB Korb, LR Hope, AE Nicholson, K Axnick PRICAI 2004: Trends in Artificial Intelligence: 8th Pacific Rim …, 2004	130	2004
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	103	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	96	1999
Bayesian poker KB Korb, A Nicholson, N Jitnah arXiv preprint arXiv:1301.6711, 2013	92	2013
Parameterising bayesian networks O Woodberry, A Nicholson, K Korb, C Pollino AI 2004: Advances in Artificial Intelligence, 711-745, 2005	87	2005
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	86	2019
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

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