Steffen L. Lauritzen

According to our database1, Steffen L. Lauritzen authored at least 20 papers between 1990 and 2015.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

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Bibliography

2015
Computational aspects of DNA mixture analysis - Exact inference using auxiliary variables in a Bayesian network.
Statistics and Computing, 2015

2013
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks
CoRR, 2013

Evaluating Influence Diagrams using LIMIDs
CoRR, 2013

2012
Discussion: Latent variable graphical model selection via convex optimization
CoRR, 2012

MAIES: A Tool for DNA Mixture Analysis.
CoRR, 2012

2009
09401 Abstracts Collection - Machine learning approaches to statistical dependences and causality.
Proceedings of the Machine learning approaches to statistical dependences and causality, 27.09., 2009

2007
Probabilistic Networks and Expert Systems - Exact Computational Methods for Bayesian Networks.
Information Science and Statistics, Springer, ISBN: 978-0-387-71823-1, 2007

2006
MAIES: A Tool for DNA Mixture Analysis.
Proceedings of the UAI '06, 2006

2005
Restricted concentration models - graphical Gaussian models with concentration parameters restricted to being equal.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2003
3D visual data mining - goals and experiences.
Computational Statistics & Data Analysis, 2003

2002
Thiele - Pioneer in Statistics.
Clarendon, ISBN: 978-0-19-850972-1, 2002

2001
Stable local computation with conditional Gaussian distributions.
Statistics and Computing, 2001

Representing and Solving Decision Problems with Limited Information.
Management Science, 2001

2000
Evaluating Influence Diagrams using LIMIDs.
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

1997
Local Computation with Valuations from a Commutative Semigroup.
Ann. Math. Artif. Intell., 1997

1994
Hybrid Propagation in Junction Trees.
Proceedings of the Advances in Intelligent Computing, 1994

1992
aHUGIN: A System Creating Adaptive Causal Probabilistic Networks.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1990
Sequential updating of conditional probabilities on directed graphical structures.
Networks, 1990

Independence properties of directed markov fields.
Networks, 1990

Techniques for Bayesian analysis in expert systems.
Ann. Math. Artif. Intell., 1990


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