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
8272008
Lazy propagation: a junction tree inference algorithm based on lazy evaluation
AL Madsen, FV Jensen
Artificial Intelligence 113 (1-2), 203-245, 1999
2641999
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
1542005
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
1232003
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
882005
Lazy propagation in junction trees
AL Madsen, FV Jensen
arXiv preprint arXiv:1301.7398, 2013
872013
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
512018
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
442017
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
262003
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