Who Cited It

A Tutorial on Learning with Bayesian Networks

2008 · Studies in computational intelligence · 1,715 citations · 4 from inside this corpus

David Heckerman

No abstract in the source record.

A Tutorial on Learning with Bayesian Networks (2008)A Tutorial on Learning with B…Density Estimation for Statistics and Data Analysis (2018)Density Estimation for Statis…Causation, Prediction, and Search (1993)Causation, Prediction, and Se…Local Computations with Probabilities on Graphical Structures and Their Application to Ex… (1988)Local Computations with Proba…A Bayesian Method for the Induction of Probabilistic Networks from Data (1992)A Bayesian Method for the Ind…Learning Bayesian Networks: The Combination of Knowledge and Statistical Data (1995)Learning Bayesian Networks: T…A Practical Bayesian Framework for Backpropagation Networks (1992)A Practical Bayesian Framewor…Introduction to Bayesian Networks (2019)Introduction to Bayesian Netw…Bayes Factors (1995)Bayes FactorsCausal diagrams for empirical research (1995)Causal diagrams for empirical…Bayesian Theory (1994)Bayesian TheoryFusion, propagation, and structuring in belief networks (1986)Fusion, propagation, and stru…Computing Bayes Factors by Combining Simulation and Asymptotic Approximations (1997)Computing Bayes Factors by Co…The computational complexity of probabilistic inference using bayesian belief networks (1990)The computational complexity …Graphical Models in Applied Multivariate Statistics (1991)Graphical Models in Applied M…Marginal Likelihood from the Gibbs Output (1995)Marginal Likelihood from the …An Introduction to Variational Methods for Graphical Models (1999)An Introduction to Variationa…Dynamic bayesian networks: representation, inference and learning (2002)Dynamic bayesian networks: re…Variational Algorithms for Approximate Bayesian Inference (2003)Variational Algorithms for Ap…Introduction to Machine Learning (2019)Introduction to Machine Learn…
19 of 19 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.
this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

PaperYearCited
Density Estimation for Statistics and Data Analysis201816,034
Causation, Prediction, and Search19934,748
Local Computations with Probabilities on Graphical Structures and Their Application to Ex…19883,977
A Bayesian Method for the Induction of Probabilistic Networks from Data19923,530
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data19953,262
A Practical Bayesian Framework for Backpropagation Networks19922,962
Introduction to Bayesian Networks20192,594
Bayes Factors19952,355
Causal diagrams for empirical research19952,353
Bayesian Theory19942,168
Fusion, propagation, and structuring in belief networks19862,154
Computing Bayes Factors by Combining Simulation and Asymptotic Approximations19971,971
The computational complexity of probabilistic inference using bayesian belief networks19901,955
Graphical Models in Applied Multivariate Statistics19911,839
Marginal Likelihood from the Gibbs Output19951,828

What cites it, inside the corpus

PaperYearCited
An Introduction to Variational Methods for Graphical Models19993,793
Dynamic bayesian networks: representation, inference and learning20022,604
Variational Algorithms for Approximate Bayesian Inference20031,736
Introduction to Machine Learning20191,620

Links

DOI · OpenAlex record

Topics

Bayesian Modeling and Causal InferenceComputer Science
Data Quality and ManagementDecision Sciences
Machine Learning and Data ClassificationComputer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

  • supports1 author record(s) attached.
  • supports118 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:53+00:00.

sha256 db1645b78a57e29a…