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Anders L Madsen
Anders L Madsen
CEO at HUGIN EXPERT and Adjunct professor at Aalborg University
Verified email at hugin.com
Title
Cited by
Cited by
Year
Bayesian networks and influence diagrams
UB Kjaerulff, AL Madsen
Springer Science+ Business Media 200, 114, 2008
12072008
Lazy propagation: a junction tree inference algorithm based on lazy evaluation
AL Madsen, FV Jensen
Artificial Intelligence 113 (1-2), 203-245, 1999
3961999
Selecting methods for ecosystem service assessment: A decision tree approach
PA Harrison, R Dunford, DN Barton, E Kelemen, B Martín-López, L Norton, ...
Ecosystem services 29, 481-498, 2018
2232018
Applications of object-oriented Bayesian networks for condition monitoring, root cause analysis and decision support on operation of complex continuous processes
G Weidl, AL Madsen, S Israelson
Computers & chemical engineering 29 (9), 1996-2009, 2005
2002005
Creating urban green infrastructure where it is needed–A spatial ecosystem service-based decision analysis of green roofs in Barcelona
J Langemeyer, D Wedgwood, T McPhearson, F Baró, AL Madsen, ...
Science of the total environment 707, 135487, 2020
1732020
The Hugin tool for learning Bayesian networks
AL Madsen, M Lang, UB Kjærulff, F Jensen
European conference on symbolic and quantitative approaches to reasoning and …, 2003
1592003
The Hugin tool for probabilistic graphical models
AL Madsen, F Jensen, UB Kjaerulff, M Lang
International Journal on Artificial Intelligence Tools 14 (03), 507-543, 2005
1082005
Maximal prime subgraph decomposition of Bayesian networks
KG Olesen, AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002
1002002
A parallel algorithm for Bayesian network structure learning from large data sets
AL Madsen, F Jensen, A Salmerón, H Langseth, TD Nielsen
Knowledge-Based Systems 117, 46-55, 2017
952017
Probabilistic networks-an introduction to bayesian networks and influence diagrams
UB Kjærulff, AL Madsen
Aalborg University, 10-31, 2005
892005
Lazy evaluation of symmetric Bayesian decision problems
AL Madsen, FV Jensen
arXiv preprint arXiv:1301.6716, 2013
592013
Probabilistic networks for practitioners-a guide to construction and analysis of Bayesian networks and influence diagrams
UB Kjærulff, AL Madsen
Department of Computer Science, Aalborg University, HUGIN Expert A/S, 2006
592006
A review of inference algorithms for hybrid Bayesian networks
A Salmerón, R Rumí, H Langseth, TD Nielsen, AL Madsen
Journal of Artificial Intelligence Research 62, 799-828, 2018
512018
Operationalising ecosystem service assessment in Bayesian Belief Networks: Experiences within the OpenNESS project
RI Smith, DN Barton, J Dick, R Haines-Young, AL Madsen, GM Rusch, ...
Ecosystem services 29, 452-464, 2018
502018
Assessing ecosystem services from multifunctional trees in pastures using Bayesian belief networks
DN Barton, T Benjamin, CR Cerdán, F DeClerck, AL Madsen, GM Rusch, ...
Ecosystem Services 18, 165-174, 2016
462016
Belief update in CLG Bayesian networks with lazy propagation
AL Madsen
International Journal of Approximate Reasoning 49 (2), 503-521, 2008
402008
Variations over the message computation algorithm of lazy propagation
AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006
402006
Solving influence diagrams using HUGIN, Shafer-Shenoy and Lazy propagation
AL Madsen, D Nilsson
arXiv preprint arXiv:1301.2291, 2013
392013
Hugin-the tool for bayesian networks and influence diagrams
F Jensen, UB Kjærulff, M Lang, AL Madsen
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2005
392005
HUGIN-the tool for bayesian networks and influence diagrams
AL Madsen, F Jensen, UB Kjærulff, M Lang
International Journal of Artificial Intelligence Tools 14 (3), 507-543, 2005
362005
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