| Bayesian networks and influence diagrams UB Kjaerulff, AL Madsen Springer Science+ Business Media 200, 114, 2008 | 1320 | 2008 |
| Lazy propagation: a junction tree inference algorithm based on lazy evaluation AL Madsen, FV Jensen Artificial Intelligence 113 (1-2), 203-245, 1999 | 424 | 1999 |
| 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 | 272 | 2018 |
| 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 | 232 | 2020 |
| 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 | 204 | 2005 |
| 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 | 163 | 2003 |
| 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 | 111 | 2005 |
| 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 | 104 | 2017 |
| Maximal prime subgraph decomposition of Bayesian networks KG Olesen, AL Madsen IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 32 …, 2002 | 103 | 2002 |
| Probabilistic networks-an introduction to bayesian networks and influence diagrams UB Kjærulff, AL Madsen Aalborg University, 10-31, 2005 | 91 | 2005 |
| 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 | 69 | 2018 |
| Lazy evaluation of symmetric Bayesian decision problems AL Madsen, FV Jensen arXiv preprint arXiv:1301.6716, 2013 | 66 | 2013 |
| 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 | 59 | 2006 |
| 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 | 52 | 2018 |
| 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 | 48 | 2016 |
| Variations over the message computation algorithm of lazy propagation AL Madsen IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 36 …, 2006 | 42 | 2006 |
| Solving influence diagrams using HUGIN, Shafer-Shenoy and Lazy propagation AL Madsen, D Nilsson arXiv preprint arXiv:1301.2291, 2013 | 41 | 2013 |
| Belief update in CLG Bayesian networks with lazy propagation AL Madsen International Journal of Approximate Reasoning 49 (2), 503-521, 2008 | 41 | 2008 |
| Multi-criteria decision analysis in Bayesian networks-Diagnosing ecosystem service trade-offs in a hydropower regulated river DN Barton, H Sundt, AA Bustos, HP Fjeldstad, R Hedger, T Forseth, ... Environmental Modelling & Software 124, 104604, 2020 | 40 | 2020 |
| 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 | 37 | 2005 |
