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
7702008
Lazy propagation: a junction tree inference algorithm based on lazy evaluation
AL Madsen, FV Jensen
Artificial Intelligence 113 (1-2), 203-245, 1999
2521999
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
1472005
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
1182003
Lazy propagation in junction trees
AL Madsen, FV Jensen
Proceedings of the Fourteenth conference on Uncertainty in artificial …, 1998
841998
Maximal prime subgraph decomposition of Bayesian networks
KG Olesen, AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002
812002
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
782005
Probabilistic networks-an introduction to bayesian networks and influence diagrams
UB Kjærulff, AL Madsen
Aalborg University, 10-31, 2005
662005
Lazy evaluation of symmetric Bayesian decision problems
AL Madsen, FV Jensen
Proceedings of the Fifteenth conference on Uncertainty in artificial …, 1999
611999
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
352018
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
352006
Hugin-the tool for bayesian networks and influence diagrams
F Jensen, UB Kjærulff, M Lang, AL Madsen
Probabilistic Graphical Models, 212-221, 2005
352005
Solving influence diagrams using HUGIN, Shafer-Shenoy and Lazy propagation
AL Madsen, D Nilsson
Proceedings of the Seventeenth conference on Uncertainty in artificial …, 2001
352001
Variations over the message computation algorithm of lazy propagation
AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2005
332005
Belief update in CLG Bayesian networks with lazy propagation
AL Madsen
International Journal of Approximate Reasoning 49 (2), 503-521, 2008
322008
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
292017
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
28*2015
Solving linear-quadratic conditional Gaussian influence diagrams
AL Madsen, F Jensen
International Journal of Approximate Reasoning 38 (3), 263-282, 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
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
252005
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