| 2025 | ECSQARU | Classifying Control Room Operators' Performance Using Bayesian Networks. | Houda Briwa, Anders L. Madsen, Maria Chiara Leva |
| 2025 | ECSQARU | Arithmetic Circuit Compilation Using Symbolic Probabilistic Inference and Indicator-Determined Buckets. | Cory J. Butz, Camilla E. Lewis, Alejandro Santoscoy-Rivero, Anders L. Madsen |
| 2025 | ECSQARU | Wrong Data Detection in Electricity Distribution Grids Using Bayesian Networks. | Anders L. Madsen, Somesh Bhattacharya, Christian Dausel Jensen, Rasmus L. Olsen, Hans-Peter Schwefel |
| 2023 | ECSQARU | A Comparison of Different Marginalization Operations in Simple Propagation. | Anders L. Madsen, Cory J. Butz |
| 2023 | ECSQARU | Enhancing Control Room Operator Decision Making: An Application of Dynamic Influence Diagrams in Formaldehyde Manufacturing. | Joseph Mietkiewicz, Anders L. Madsen |
| 2019 | AI | Exploiting Symmetry of Independence in d-Separation. | Cory J. Butz, Andr E. dos Santos, Jhonatan de S. Oliveira, Anders L. Madsen |
| 2019 | AI | Solving Influence Diagrams with Simple Propagation. | Anders L. Madsen, Cory J. Butz, Jhonatan de S. Oliveira, Andr E. dos Santos |
| 2017 | ECSQARU | Parameter Learning Algorithms for Continuous Model Improvement Using Operational Data. | Anders L. Madsen, Nicolaj Sndberg-Jeppesen, Frank Jensen, Mohamed S. Sayed, Ulrich Moser, Lus Neto, Joo Reis, Niels Lohse |
| 2017 | ICML | Bayesian Models of Data Streams with Hierarchical Power Priors. | Andrs R. Masegosa, Thomas D. Nielsen, Helge Langseth, Daro Ramos-Lpez, Antonio Salmern, Anders L. Madsen |
| 2016 | AI | On Tree Structures Used by Simple Propagation. | Anders L. Madsen, Cory J. Butz, Jhonatan de S. Oliveira, Andr E. dos Santos |
| 2016 | ECAI | Parallel Filter-Based Feature Selection Based on Balanced Incomplete Block Designs. | Antonio Salmern, Anders L. Madsen, Frank Jensen, Helge Langseth, Thomas D. Nielsen, Daro Ramos-Lpez, Ana M. Martnez, Andrs R. Masegosa |
| 2016 | FlAIRS | Bayesian Network Inference with Simple Propagation. | Cory J. Butz, Jhonatan de S. Oliveira, Andr E. dos Santos, Anders L. Madsen |
| 2016 | ICDM | Financial Data Analysis with PGMs Using AMIDST. | Rafael Cabaas, Ana M. Martnez, Andrs R. Masegosa, Daro Ramos-Lpez, Antonio Salmern, Thomas D. Nielsen, Helge Langseth, Anders L. Madsen |
| 2015 | AI | Exploiting Semantics in Bayesian Network Inference Using Lazy Propagation. | Anders L. Madsen, Cory J. Butz |
| 2015 | ECSQARU | MPE Inference in Conditional Linear Gaussian Networks. | Antonio Salmern, Rafael Rum, Helge Langseth, Anders L. Madsen, Thomas D. Nielsen |
| 2015 | ECSQARU | Early Recognition of Maneuvers in Highway Traffic. | Galia Weidl, Anders L. Madsen, Viacheslav Tereshchenko, Dietmar Kasper, Gabi Breuel |
| 2015 | INDIN | A methodology for developing local smart diagnostic models using expert knowledge. | Anders L. Madsen, Nicolaj Sndberg-Jeppesen, Niels Lohse, Mohamed S. Sayed |
| 2015 | INDIN | SelSus: Towards a reference architecture for diagnostics and predictive maintenance using smart manufacturing devices. | Mohamed S. Sayed, Niels Lohse, Nicolaj Sndberg-Jeppesen, Anders L. Madsen |
| 2015 | IDA | Modeling Concept Drift: A Probabilistic Graphical Model Based Approach. | Hanen Borchani, Ana M. Martnez, Andrs R. Masegosa, Helge Langseth, Thomas D. Nielsen, Antonio Salmern, Antonio Fernndez, Anders L. Madsen, Ramn Sez |
| 2014 | IPMU | On SPI for Evaluating Influence Diagrams. | Rafael Cabaas, Anders L. Madsen, Andrs Cano, Manuel Gmez-Olmedo |
| 2013 | AI | d-Separation: Strong Completeness of Semantics in Bayesian Network Inference. | Cory J. Butz, Wen Yan, Anders L. Madsen |
| 2013 | ECSQARU | On Semantics of Inference in Bayesian Networks. | Cory J. Butz, Wen Yan, Anders L. Madsen |
| 2013 | ECSQARU | On the Tree Structure Used by Lazy Propagation for Inference in Bayesian Networks. | Anders L. Madsen, Cory J. Butz |
| 2011 | ECSQARU | Using Four Cost Measures to Determine Arc Reversal Orderings. | Cory J. Butz, Anders L. Madsen, Kevin Williams |
| 2008 | ISI | Integrating Data Sources and Network Analysis Tools to Support the Fight Against Organized Crime. | Luigi Ferrara, Christian Mrtenson, Pontus Svenson, Per Svensson, Justo Hidalgo, Anastasio Molano, Anders L. Madsen |
| 2006 | UAI | Belief Update in CLG Bayesian Networks With Lazy Propagation. | Anders L. Madsen |
| 2003 | ECSQARU | Mixed Influence Diagrams. | Anders L. Madsen, Frank Jensen |
| 2003 | ECSQARU | The Hugin Tool for Learning Bayesian Networks. | Anders L. Madsen, Michael Lang, Uffe Kjrulff, Frank Jensen |
| 2002 | HIS | Condition Monitoring, Root Cause Analysis and Decision Support on Urgency of Actions. | Galia Weidl, Anders L. Madsen, Erik Dahlquist |
| 2001 | FlAIRS | Practical Modeling of Bayesian Decision Problems -- Exploiting Deterministic Relations. | Anders L. Madsen, Kristian G. Olesen, Sren L. Dittmer |
| 2001 | FlAIRS | Maximal Prime Subgraph Decomposition of Bayesian Networks. | Kristian G. Olesen, Anders L. Madsen |
| 2001 | UAI | Solving Influence Diagrams using HUGIN, Shafer-Shenoy and Lazy Propagation. | Anders L. Madsen, Dennis Nilsson |
| 1999 | ECSQARU | Lazy Propagation and Independence of Causal Influence. | Anders L. Madsen, Bruce D'Ambrosio |
| 1999 | FlAIRS | A Factorized Representation of Independence of Causal Influence and Lazy Propagation. | Anders L. Madsen, Bruce D'Ambrosio |
| 1999 | UAI | Lazy Evaluation of Symmetric Bayesian Decision Problems. | Anders L. Madsen, Finn Verner Jensen |
| 1998 | ECAI | Lazy Propagation and Independence of Causal Influence. | Anders L. Madsen |
| 1998 | FlAIRS | ProbSy--A System for the Calculation of Probabilities in the Card Game Bridge. | Anders L. Madsen, Lars M. Nielsen, Finn Verner Jensen |
| 1998 | UAI | Lazy Propagation in Junction Trees. | Anders L. Madsen, Finn Verner Jensen |