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
9902008
Lazy propagation: a junction tree inference algorithm based on lazy evaluation
AL Madsen, FV Jensen
Artificial Intelligence 113 (1-2), 203-245, 1999
2911999
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
1682005
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
1352003
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
1022018
Lazy propagation in junction trees
AL Madsen, FV Jensen
arXiv preprint arXiv:1301.7398, 2013
942013
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
942005
Maximal prime subgraph decomposition of Bayesian networks
KG Olesen, AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32†…, 2002
922002
Probabilistic networks-an introduction to bayesian networks and influence diagrams
UB Kjśrulff, AL Madsen
Aalborg University, 10-31, 2005
822005
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
692017
Lazy evaluation of symmetric Bayesian decision problems
AL Madsen, FV Jensen
arXiv preprint arXiv:1301.6716, 2013
622013
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
462006
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 Barů, AL Madsen, ...
Science of the Total Environment 707, 135487, 2020
412020
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 Kjśrulff, M Lang, AL Madsen
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems†…, 2005
392005
Variations over the message computation algorithm of lazy propagation
AL Madsen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36†…, 2006
382006
Belief update in CLG Bayesian networks with lazy propagation
AL Madsen
International Journal of Approximate Reasoning 49 (2), 503-521, 2008
362008
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
312018
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
312005
Assessing ecosystem services from multifunctional trees in pastures using Bayesian belief networks
DN Barton, T Benjamin, CR CerdŠn, F DeClerck, AL Madsen, GM Rusch, ...
Ecosystem Services 18, 165-174, 2016
292016
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