Anders L Madsen
Anders L Madsen
CEO at HUGIN EXPERT and Adjunct professor at Aalborg University
Verified email at hugin.com
TitleCited byYear
Bayesian networks and influence diagrams
UB Kjaerulff, AL Madsen
Springer Science+ Business Media 200, 114, 2008
8132008
Lazy propagation: a junction tree inference algorithm based on lazy evaluation
AL Madsen, FV Jensen
Artificial Intelligence 113 (1-2), 203-245, 1999
2591999
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
1512005
The Hugin tool for learning Bayesian networks
AL Madsen, M Lang, UB Kjśrulff, F Jensen
European conference on symbolic and quantitative approaches to reasoning and†…, 2003
1212003
Lazy propagation in junction trees
AL Madsen, FV Jensen
arXiv preprint arXiv:1301.7398, 2013
862013
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
862005
Maximal prime subgraph decomposition of Bayesian networks
KG Olesen, AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32†…, 2002
832002
Probabilistic networks-an introduction to bayesian networks and influence diagrams
UB Kjśrulff, AL Madsen
Aalborg University, 2005
712005
Lazy evaluation of symmetric Bayesian decision problems
AL Madsen, FV Jensen
arXiv preprint arXiv:1301.6716, 2013
612013
Selecting methods for ecosystem service assessment: A decision tree approach
PA Harrison, R Dunford, DN Barton, E Kelemen, B MartŪn-Lůpez, L Norton, ...
Ecosystem services 29, 481-498, 2018
472018
A parallel algorithm for Bayesian network structure learning from large data sets
AL Madsen, F Jensen, A Salmerůn, H Langseth, TD Nielsen
Knowledge-Based Systems 117, 46-55, 2017
412017
Solving influence diagrams using HUGIN, Shafer-Shenoy and Lazy propagation
AL Madsen, D Nilsson
arXiv preprint arXiv:1301.2291, 2013
372013
Probabilistic networks for practitioners–A guide to construction and analysis of Bayesian networks and influence diagrams
UB Kjśrulff, AL Madsen
Department of Computer Science, Aalborg University, HUGIN Expert A/S, 2006
372006
Hugin-the tool for bayesian networks and influence diagrams
F Jensen, UB Kjśrulff, M Lang, AL Madsen
Probabilistic Graphical Models, 212-221, 2005
362005
Belief update in CLG Bayesian networks with lazy propagation
AL Madsen
International Journal of Approximate Reasoning 49 (2), 503-521, 2008
342008
Variations over the message computation algorithm of lazy propagation
AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36†…, 2005
342005
Economic value of carbon storage in US National Wildlife Refuge wetland ecosystems
D Patton, JC Bergstrom, R Moore, AP Covich
Ecosystem services 16, 94-104, 2015
33*2015
Solving linear-quadratic conditional Gaussian influence diagrams
AL Madsen, F Jensen
International Journal of Approximate Reasoning 38 (3), 263-282, 2005
282005
HUGIN-the tool for bayesian networks and influence diagrams
AL Madsen, F Jensen, UB Kjśrulff, M Lang
International Journal of Artificial Intelligence Tools 14 (3), 507-543, 2005
282005
Predicting parts demand in the automotive industry—an application of probabilistic graphical models
J Gebhardt, H Detmer, AL Madsen
Proc. Int. Joint Conf. on Uncertainty in Artificial Intelligence (UAI’03†…, 2003
272003
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