Who Cited It

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

1995 · Machine Learning · 3,262 citations · 11 from inside this corpus

David Heckerman, Dan Geiger, David M. Chickering

No abstract in the source record.

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data (1995)Learning Bayesian Networks: T…Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference (1988)Probabilistic Reasoning in In…Causation, Prediction, and Search (1993)Causation, Prediction, and Se…A Bayesian Method for the Induction of Probabilistic Networks from Data (1992)A Bayesian Method for the Ind…A Bayesian method for the induction of probabilistic networks from data (1992)A Bayesian method for the ind…Bayesian Network Classifiers (1997)Bayesian Network ClassifiersBayesian Networks and Decision Graphs (2007)Bayesian Networks and Decisio…Markov logic networks (2006)Markov logic networksDynamic bayesian networks: representation, inference and learning (2002)Dynamic bayesian networks: re…A Roadmap of Agent Research and Development (1998)A Roadmap of Agent Research a…The max-min hill-climbing Bayesian network structure learning algorithm (2006)The max-min hill-climbing Bay…Learning Bayesian Networks with the bnlearn R Package (2010)Learning Bayesian Networks wi…Variational Algorithms for Approximate Bayesian Inference (2003)Variational Algorithms for Ap…A Tutorial on Learning with Bayesian Networks (2008)A Tutorial on Learning with B…Machine learning: a review of classification and combining techniques (2006)Machine learning: a review of…Inductive learning algorithms and representations for text categorization (1998)Inductive learning algorithms…
15 of 15 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.
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What this paper cites, inside the corpus

PaperYearCited
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference198816,981
Causation, Prediction, and Search19934,748
A Bayesian Method for the Induction of Probabilistic Networks from Data19923,530
A Bayesian method for the induction of probabilistic networks from data19922,348

What cites it, inside the corpus

PaperYearCited
Bayesian Network Classifiers19974,754
Bayesian Networks and Decision Graphs20074,152
Markov logic networks20062,684
Dynamic bayesian networks: representation, inference and learning20022,604
A Roadmap of Agent Research and Development19982,099
The max-min hill-climbing Bayesian network structure learning algorithm20061,862
Learning Bayesian Networks with the bnlearn R Package20101,769
Variational Algorithms for Approximate Bayesian Inference20031,736
A Tutorial on Learning with Bayesian Networks20081,715
Machine learning: a review of classification and combining techniques20061,562
Inductive learning algorithms and representations for text categorization19981,469

Links

DOI · Open access copy · OpenAlex record

Topics

Bayesian Modeling and Causal InferenceComputer Science
Data Quality and ManagementDecision Sciences
Multi-Criteria Decision MakingDecision Sciences

Is this record sound?

complete

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

  • supports3 author record(s) attached.
  • supports63 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 2026-09-04T03:58:47+00:00.

sha256 a08467ae9504f237…