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Probabilistic Graphical Models: Principles and Techniques by Daphne Koller and Nir Friedman, MIT Press, 1231 pp., $95.00, ISBN 0-262-01319-3

JOURNAL ARTICLE published 12 May 2011 in The Knowledge Engineering Review

Authors: Simon Parsons

Relational Probabilistic Graphical Models

BOOK CHAPTER published 2021 in Probabilistic Graphical Models

Authors: Luis Enrique Sucar

Relational Probabilistic Graphical Models

BOOK CHAPTER published 2015 in Probabilistic Graphical Models

Authors: Luis Enrique Sucar

Graphical Models in a Nutshell

BOOK CHAPTER published 31 August 2007 in Introduction to Statistical Relational Learning

Authors: Daphne Koller | Nir Friedman | Lise Getoor | Ben Taskar

Learning Probabilistic Relational Models

BOOK CHAPTER published 2001 in Relational Data Mining

Authors: Lise Getoor | Nir Friedman | Daphne Koller | Avi Pfeffer

Probabilistic Relational Models

BOOK CHAPTER published 31 August 2007 in Introduction to Statistical Relational Learning

Authors: Lise Getoor | Nir Friedman | Daphne Koller | Avi Pfeffer | Ben Taskar

Directed probabilistic graphical models

BOOK CHAPTER published 2020 in Probabilistic Graphical Models for Computer Vision.

Authors: Qiang Ji

Undirected probabilistic graphical models

BOOK CHAPTER published 2020 in Probabilistic Graphical Models for Computer Vision.

Authors: Qiang Ji

Inferring Cellular Networks Using Probabilistic Graphical Models

JOURNAL ARTICLE published 6 February 2004 in Science

Authors: Nir Friedman

Graphical Causal Models

BOOK CHAPTER published 2021 in Probabilistic Graphical Models

Authors: Luis Enrique Sucar

Graphical Causal Models

BOOK CHAPTER published 2015 in Probabilistic Graphical Models

Authors: Luis Enrique Sucar

Deep Learning and Graphical Models

BOOK CHAPTER published 2021 in Probabilistic Graphical Models

Authors: Luis Enrique Sucar

Rich probabilistic models for gene expression

JOURNAL ARTICLE published 1 June 2001 in Bioinformatics

Authors: Eran Segal | Ben Taskar | Audrey Gasch | Nir Friedman | Daphne Koller

Probabilistic Inference in Graphical Models

BOOK CHAPTER published 1998 in Graphical Models for Machine Learning and Digital Communication

Probabilistic Graphical Models

BOOK CHAPTER published July 2015 in Modeling and Analysis of Dependable Systems

Probabilistic Graphical Models for Next-generation Genomics and Genetics

BOOK CHAPTER published 18 September 2014 in Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics

Authors: Christine Sinoquet

Probabilistic Graphical Models of Cellular Networks

REFERENCE ENTRY published in SpringerReference

1|Functions on probabilistic graphical models

PROCEEDINGS ARTICLE published October 2009 in 2009 International Multiconference on Computer Science and Information Technology

Authors: Tomasz Ignac | Uli Sorger

Probabilistic Graphical Models

BOOK published 2015 in Advances in Computer Vision and Pattern Recognition

Authors: Luis Enrique Sucar

Probabilistic Graphical Models

BOOK published 2021 in Advances in Computer Vision and Pattern Recognition

Authors: Luis Enrique Sucar