Probabilistic Networks

Finn Verner Jensen, Steffen Lilholt Lauritzen

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearch

Abstract

This article describes the basic ideas and algorithms behind specification and inference in probabilistic networks based on directed acyclic graphs, undirected graphs, and chain graphs.
Original languageEnglish
Title of host publicationHandbook of Defeasible and Uncertainty Management Systems : Algorithms for Uncertainty and Defeasible Reasoning
EditorsJürg Kohlas, Serafin Moral
Volume5
PublisherKluwer Academic Publishers
Publication date2001
Pages289-320
ISBN (Print)0792366727
Publication statusPublished - 2001

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Jensen, F. V., & Lauritzen, S. L. (2001). Probabilistic Networks. In J. Kohlas, & S. Moral (Eds.), Handbook of Defeasible and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning (Vol. 5, pp. 289-320). Kluwer Academic Publishers.
Jensen, Finn Verner ; Lauritzen, Steffen Lilholt. / Probabilistic Networks. Handbook of Defeasible and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning. editor / Jürg Kohlas ; Serafin Moral. Vol. 5 Kluwer Academic Publishers, 2001. pp. 289-320
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Jensen, FV & Lauritzen, SL 2001, Probabilistic Networks. in J Kohlas & S Moral (eds), Handbook of Defeasible and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning. vol. 5, Kluwer Academic Publishers, pp. 289-320.

Probabilistic Networks. / Jensen, Finn Verner; Lauritzen, Steffen Lilholt.

Handbook of Defeasible and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning. ed. / Jürg Kohlas; Serafin Moral. Vol. 5 Kluwer Academic Publishers, 2001. p. 289-320.

Research output: Contribution to book/anthology/report/conference proceedingBook chapterResearch

TY - CHAP

T1 - Probabilistic Networks

AU - Jensen, Finn Verner

AU - Lauritzen, Steffen Lilholt

PY - 2001

Y1 - 2001

N2 - This article describes the basic ideas and algorithms behind specification and inference in probabilistic networks based on directed acyclic graphs, undirected graphs, and chain graphs.

AB - This article describes the basic ideas and algorithms behind specification and inference in probabilistic networks based on directed acyclic graphs, undirected graphs, and chain graphs.

M3 - Book chapter

SN - 0792366727

VL - 5

SP - 289

EP - 320

BT - Handbook of Defeasible and Uncertainty Management Systems

A2 - Kohlas, Jürg

A2 - Moral, Serafin

PB - Kluwer Academic Publishers

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Jensen FV, Lauritzen SL. Probabilistic Networks. In Kohlas J, Moral S, editors, Handbook of Defeasible and Uncertainty Management Systems: Algorithms for Uncertainty and Defeasible Reasoning. Vol. 5. Kluwer Academic Publishers. 2001. p. 289-320