Anders L. Madsen

Hugin Expert (Denmark) — Denmark

Computer Science · Physical Sciences

22h-index3.2kcitations157works0.72yr avg
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Research Topics

Bayesian Modeling and Causal Inference(91), AI-based Problem Solving and Planning(29), Data Quality and Management(23), Data Management and Algorithms(17), Fault Detection and Control Systems(16)

Publications157 total

Predicting operators reliability for control room alarm management using knowledge-based Bayesian networks
Reliability Engineering & System Safety·2026
Arithmetic Circuit Compilation Using Symbolic Probabilistic Inference and Indicator-Determined Buckets
Lecture notes in computer science·2025
Classifying Control Room Operators’ Performance Using Bayesian Networks
Lecture notes in computer science·2025
Wrong Data Detection in Electricity Distribution Grids Using Bayesian Networks
Lecture notes in computer science·2025
Inferring Comprehension of Social Interaction from Eye Tracking in Neurodiverse Individuals in Rural Settings
Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care·2025
Enhancing Safety Standards in Automated Systems Using Dynamic Bayesian Networks
2025· 1 cited
On Fast arc-reversal
International Journal of Approximate Reasoning·2025· 1 citedOpen Access
Enhancing Safety Standards in Automated Systems Using Dynamic Bayesian Networks
arXiv (Cornell University)·2025Open Access
Physiological Impact Assessment of Decision Support Systems on Control Room Operators: An ANCOVA Analysis
2025Open Access
Reliable electricity distribution using a digital twin based on explainable artificial intelligence
2024· 1 citedOpen Access
Development of a probabilistic risk model for pharmaceuticals in the environment under population and wastewater treatment scenarios
Integrated Environmental Assessment and Management·2024Open Access
Proposer selection in EIP-7251
arXiv (Cornell University)·2024Open Access
Experiment data: Human-in-the-loop decision support in process control rooms
Data in Brief·2024· 7 citedOpen Access
Bayes’sche Netze als Methode zur Implementierung transparenter, erklärbarer und vertrauenswürdiger Künstlicher Intelligenz
2024· 1 cited
Exploring Argument Mining and Bayesian Networks for Assessing Topics for City Project Proposals
VBN Forskningsportal (Aalborg Universitet)·2024Open Access
Enhancing Control Room Operator Decision Making
Preprints.org·2023Open Access
Enhancing Control Room Operator Decision Making: An Application of Dynamic Influence Diagrams in Formaldehyde Manufacturing
Lecture notes in computer science·2023· 2 citedOpen Access
A Comparison of Different Marginalization Operations in Simple Propagation
Lecture notes in computer science·2023· 2 cited
Incorporating climate projections in the environmental risk assessment of pesticides in aquatic ecosystems
Integrated Environmental Assessment and Management·2023· 12 citedOpen Access
Learning Style Classification by Using Bayesian Networks Based on the Index of Learning Style
2023· 5 cited
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Frequent Co-authors

Helge Langseth(10), Thomas D. Nielsen(10), Antonio Salmerón(9), Uffe Kjærulff(7), David N. Barton(6), Andrés R. Masegosa(6), Darío Ramos-López(6), Frank Jensen(5), Ana María Martínez(5), Finn V. Jensen(4), Galia Weidl(4), Martin Karlsen(3), Michael Lang(3), S. Jannicke Moe(3), Dietmar Kasper(3), R. W. Dunford(2), Mette Termansen(2), Heli Saarikoski(2), Graciela M. Rusch(2), Peter Verweij(2)