A Bayesian method for the induction of probabilistic networks from data

Gregory F. Cooper; Edward H. Herskovits

doi:https://doi.org/10.1007/bf00994110

A Bayesian method for the induction of probabilistic networks from data

1992 · Machine Learning · 2,348 citations · 6 from inside this corpus

No abstract in the source record.

11 of 11 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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Citation edge evidence

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Multitask Learning→A Bayesian method for the induction of probabilistic networks from dataLegacy edge — source detail unavailable
Bayesian Network Classifiers→A Bayesian method for the induction of probabilistic networks from dataLegacy edge — source detail unavailable
A Bayesian Method for the Induction of Probabilistic Networks from Data→A Bayesian method for the induction of probabilistic networks from dataLegacy edge — source detail unavailable
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data→A Bayesian method for the induction of probabilistic networks from dataLegacy edge — source detail unavailable
Learning Bayesian networks: The combination of knowledge and statistical data→A Bayesian method for the induction of probabilistic networks from dataLegacy edge — source detail unavailable
The max-min hill-climbing Bayesian network structure learning algorithm→A Bayesian method for the induction of probabilistic networks from dataLegacy edge — source detail unavailable
A Bayesian method for the induction of probabilistic networks from data→Local Computations with Probabilities on Graphical Structures and Their Application to Ex…Legacy edge — source detail unavailable
A Bayesian method for the induction of probabilistic networks from data→Probabilistic Reasoning in Intelligent SystemsLegacy edge — source detail unavailable
A Bayesian method for the induction of probabilistic networks from data→Fusion, propagation, and structuring in belief networksLegacy edge — source detail unavailable
A Bayesian method for the induction of probabilistic networks from data→Optimal Statistical Decisions.Legacy edge — source detail unavailable
A Bayesian method for the induction of probabilistic networks from data→Connectionist learning proceduresLegacy edge — source detail unavailable
Learning Bayesian networks: The combination of knowledge and statistical data→A Bayesian Method for the Induction of Probabilistic Networks from DataLegacy edge — source detail unavailable
Local Computations with Probabilities on Graphical Structures and Their Application to Ex…→Fusion, propagation, and structuring in belief networksLegacy edge — source detail unavailable
Local Computations with Probabilities on Graphical Structures and Their Application to Ex…→Optimal Statistical Decisions.Legacy edge — source detail unavailable
Bayesian Network Classifiers→Learning Bayesian networks: The combination of knowledge and statistical dataLegacy edge — source detail unavailable
Bayesian Network Classifiers→A Bayesian Method for the Induction of Probabilistic Networks from DataLegacy edge — source detail unavailable
Bayesian Network Classifiers→Learning Bayesian Networks: The Combination of Knowledge and Statistical DataLegacy edge — source detail unavailable
Bayesian Network Classifiers→Probabilistic Reasoning in Intelligent SystemsLegacy edge — source detail unavailable
A Bayesian Method for the Induction of Probabilistic Networks from Data→Local Computations with Probabilities on Graphical Structures and Their Application to Ex…Legacy edge — source detail unavailable
A Bayesian Method for the Induction of Probabilistic Networks from Data→Fusion, propagation, and structuring in belief networksLegacy edge — source detail unavailable
A Bayesian Method for the Induction of Probabilistic Networks from Data→Optimal Statistical Decisions.Legacy edge — source detail unavailable
A Bayesian Method for the Induction of Probabilistic Networks from Data→Connectionist learning proceduresLegacy edge — source detail unavailable
A Bayesian Method for the Induction of Probabilistic Networks from Data→Probabilistic Reasoning in Intelligent SystemsLegacy edge — source detail unavailable
The max-min hill-climbing Bayesian network structure learning algorithm→Learning Bayesian networks: The combination of knowledge and statistical dataLegacy edge — source detail unavailable
The max-min hill-climbing Bayesian network structure learning algorithm→A Bayesian Method for the Induction of Probabilistic Networks from DataLegacy edge — source detail unavailable
The max-min hill-climbing Bayesian network structure learning algorithm→Learning Bayesian Networks: The Combination of Knowledge and Statistical DataLegacy edge — source detail unavailable
The max-min hill-climbing Bayesian network structure learning algorithm→Probabilistic Reasoning in Intelligent SystemsLegacy edge — source detail unavailable
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data→A Bayesian Method for the Induction of Probabilistic Networks from DataLegacy edge — source detail unavailable
Multitask Learning→A Bayesian Method for the Induction of Probabilistic Networks from DataLegacy edge — source detail unavailable
Connectionist learning procedures→Fusion, propagation, and structuring in belief networksLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
Local Computations with Probabilities on Graphical Structures and Their Application to Ex…	1988	3,977
Probabilistic Reasoning in Intelligent Systems	1988	3,339
Fusion, propagation, and structuring in belief networks	1986	2,154
Optimal Statistical Decisions.	1971	1,836
Connectionist learning procedures	1989	1,466

What cites it, inside the corpus

Paper	Year	Cited
Multitask Learning	1997	6,478
Bayesian Network Classifiers	1997	4,754
A Bayesian Method for the Induction of Probabilistic Networks from Data	1992	3,530
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data	1995	3,262
Learning Bayesian networks: The combination of knowledge and statistical data	1995	2,045
The max-min hill-climbing Bayesian network structure learning algorithm	2006	1,862

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Topics

Bayesian Modeling and Causal Inference	Computer Science
Data Quality and Management	Decision Sciences
AI-based Problem Solving and Planning	Computer Science

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complete

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supports2 author record(s) attached.
supports75 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

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