Steffen L. Lauritzen - researchr alias

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Viewing Publication 1 - 17 from 17

2020

Harmonic analysis of symmetric random graphsSteffen L. Lauritzen. kybernetika, 56(6):1081-1089, 2020. [doi]

2015

Computational aspects of DNA mixture analysis - Exact inference using auxiliary variables in a Bayesian networkTherese Graversen, Steffen L. Lauritzen. sac, 25(3):527-541, 2015. [doi]

2009

09401 Abstracts Collection - Machine learning approaches to statistical dependences and causalityDominik Janzing, Steffen L. Lauritzen, Bernhard Schölkopf. Dagstuhl 2009: [doi]

2007

Probabilistic Networks and Expert Systems - Exact Computational Methods for Bayesian NetworksRobert G. Cowell, A. Philip Dawid, Steffen L. Lauritzen, David J. Spiegelhalter. Information Science and Statistics, Springer, 2007.

2006

MAIES: A Tool for DNA Mixture AnalysisRobert G. Cowell, Steffen L. Lauritzen, Julia Mortera. uai 2006: [doi]

2005

Restricted concentration models - graphical Gaussian models with concentration parameters restricted to being equalSøren Højsgaard, Steffen L. Lauritzen. aistats 2005: [doi]

2003

3D visual data mining - goals and experiencesMichael H. Böhlen, Linas Bukauskas, Poul Svante Eriksen, Steffen L. Lauritzen, Arturas Mazeika, Peter Musaeus, Peer Mylov. csda, 43(4):445-469, 2003. [doi]

2002

Thiele - Pioneer in StatisticsSteffen L. Lauritzen. Clarendon, 2002. [doi]

2001

Representing and Solving Decision Problems with Limited InformationSteffen L. Lauritzen, Dennis Nilsson. mansci, 47(9):1235-1251, 2001. [doi]

Stable local computation with conditional Gaussian distributionsSteffen L. Lauritzen, Frank Jensen. sac, 11(2):191-203, 2001. [doi]

2000

Evaluating Influence Diagrams using LIMIDsDennis Nilsson, Steffen L. Lauritzen. uai 2000: 436-445 [doi]

1997

Local Computation with Valuations from a Commutative SemigroupSteffen L. Lauritzen, Finn Verner Jensen. AMAI, 21(1):51-69, 1997.

1994

Hybrid Propagation in Junction TreesA. Philip Dawid, Uffe Kjærulff, Steffen L. Lauritzen. ipmu 1995: 87-97

1992

aHUGIN: A System Creating Adaptive Causal Probabilistic NetworksKristian G. Olesen, Steffen L. Lauritzen, Finn Verner Jensen. uai 1992: 223-229 [doi]

1990

Independence properties of directed markov fieldsSteffen L. Lauritzen, A. Philip Dawid, B. N. Larsen, Hanns-Georg Leimer. networks, 20(5):491-505, 1990. [doi]

Techniques for Bayesian analysis in expert systemsDavid J. Spiegelhalter, Steffen L. Lauritzen. AMAI, 2:353-364, 1990.

Sequential updating of conditional probabilities on directed graphical structuresDavid J. Spiegelhalter, Steffen L. Lauritzen. networks, 20(5):579-605, 1990. [doi]

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