Steffen L. Lauritzen

Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems

Steffen L. Lauritzen, David J. Spiegelhalter · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1988 · 4K citations

Computing, Mathematics, Knowledge Representation +16

The EM algorithm for graphical association models with missing data

Steffen L. Lauritzen · Computational Statistics & Data Analysis · 1995 · 772 citations

Public Health, Biostatistics, Data Mining +11

Bayesian Analysis in Expert Systems

David Spiegelhalter, A. P. Dawid, Steffen L. Lauritzen et al. · Statistical Science · 1993 · 691 citations · Full text

Computing, Decision Sciences, Knowledge Representation +16

Graphical Models for Associations between Variables, some of which are Qualitative and some Quantitative

Steffen L. Lauritzen, Nanny Wermuth · The Annals of Statistics · 1989 · 684 citations · Full text

Natural Sciences, Biostatistics, Mathematics +13

Bayesian updating in causal probabilistic networks by local computations

Finn V. Jensen, Steffen L. Lauritzen, Kristian G. Olesen · VBN Forskningsportal (Aalborg Universitet) · 1990 · 620 citations

Computing, Computer Science, Mathematics +16