Ann E Nicholson

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Kevin B KorbReader, Computer Science, Monash UniversityCorreu electrònic verificat a monash.edu
Ingrid ZukermanProfessor of Information Technology, Monash UniversityCorreu electrònic verificat a monash.edu
David AlbrechtSenior Lecturer, Monash UniversityCorreu electrònic verificat a monash.edu
Steven MascaroDr Steven MascaroCorreu electrònic verificat a voracity.org
Owen WoodberryBayesian IntelligenceCorreu electrònic verificat a bayesian-intelligence.com
Thomas DeanBrown UniversityCorreu electrònic verificat a brown.edu
Leslie KaelblingCorreu electrònic verificat a csail.mit.edu
Carmel A. PollinoCSIROCorreu electrònic verificat a csiro.au
M. Julia Flores (ORCID: 0000-0001-6...Professor of Computer Science, University of Castilla - La ManchaCorreu electrònic verificat a uclm.es
Geoff WebbProfessor of Information Technology Research, Monash UniversityCorreu electrònic verificat a monash.edu
Barry Hartwater studies centreCorreu electrònic verificat a monash.edu
François PetitjeanAustralian GovernmentCorreu electrònic verificat a monash.edu
Kaye StaceyUniversity of MelbourneCorreu electrònic verificat a unimelb.edu.au
Charles R. TwardySenior Data Scientist, Jacobs; (Affiliate Faculty, George Mason)Correu electrònic verificat a gmu.edu
Eamonn KeoghDistinguished Professor of Computer Science, University of California - RiversideCorreu electrònic verificat a cs.ucr.edu
Germain ForestierFull Professor of Computer Science, Université de Haute AlsaceCorreu electrònic verificat a uha.fr
Liz SonenbergComputing and Information Systems, The University of MelbourneCorreu electrònic verificat a unimelb.edu.au
Bijan ShirinzadehProfessor of Mechanical and Aerospace Engineering, Monash University - Director: RMRLCorreu electrònic verificat a monash.edu
John McNeilProfessor and Head, School of Public Health and Preventive Medicine, Monash UniversityCorreu electrònic verificat a monash.edu
Antony TangAdjunct Professor, VU Amsterdam and Swinburne University of TechnologyCorreu electrònic verificat a swin.edu.au

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Ann E Nicholson

Professor, Monash University

Correu electrònic verificat a monash.edu

Artificial Intelligence Bayesian networks probabilistic risk assessment expert elicitation user modelling


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Bayesian artificial intelligence KB Korb, AE Nicholson CRC press, 2010	2479	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	500	2007
Planning under time constraints in stochastic domains T Dean, LP Kaelbling, J Kirman, A Nicholson Artificial Intelligence 76 (1-2), 35-74, 1995	343	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	298	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	274*	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	249	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	198	2014
Dynamic belief networks for discrete monitoring AE Nicholson, JM Brady IEEE Transactions on Systems, Man, and Cybernetics 24 (11), 1593-1610, 1994	170	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	156	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	141	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	135	1997
Varieties of causal intervention KB Korb, LR Hope, AE Nicholson, K Axnick Pacific Rim International Conference on Artificial Intelligence, 322-331, 2004	125	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	118	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	101	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	89	2013
Parameterising bayesian networks O Woodberry, A Nicholson, K Korb, C Pollino AI 2004: Advances in Artificial Intelligence, 711-745, 2005	81	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	75	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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