A
Anders L. Madsen
Researcher at Aalborg University
Publications - 118
Citations - 2817
Anders L. Madsen is an academic researcher from Aalborg University. The author has contributed to research in topics: Bayesian network & Inference. The author has an hindex of 23, co-authored 117 publications receiving 2529 citations.
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Book
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis
Uffe Kjærulff,Anders L. Madsen +1 more
TL;DR: Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis provides a comprehensive guide for practitioners who wish to understand, construct, and analyze intelligent systems for decision support based on probabilistic networks.
Journal ArticleDOI
LAZY propagation: a junction tree inference algorithm based on lazy evaluation
TL;DR: A junction tree based inference architecture exploiting the structure of the original Bayesian network and independence relations induced by evidence to improve the efficiency of inference is presented.
Book
Bayesian networks and influence diagrams
TL;DR: Bayesian Networks and influence diagram, Bayesian networks and influence diagrams, and Bayesian network diagrams and diagrams are presented.
Journal ArticleDOI
Applications of object-oriented Bayesian networks for condition monitoring, root cause analysis and decision support on operation of complex continuous processes
TL;DR: A methodology to address the issue of automated systems for processes diagnosis in plant operation and maintenance and a prototype system on which this methodology has been applied is designed.
Book ChapterDOI
The Hugin Tool for Learning Bayesian Networks
TL;DR: The Hugin Tool is described as an efficient tool for knowledge discovery through construction of Bayesian networks by fusion of data and domain expert knowledge.