Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference

1988 · 16,981 citations · 27 from inside this corpus

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36 of 40 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

Paper	Year	Cited
Upper and Lower Probabilities Induced by a Multivalued Mapping	2008	5,349
Local Computations with Probabilities on Graphical Structures and Their Application to Ex…	1988	3,977
A logic for default reasoning	1980	3,943
A theory of diagnosis from first principles	1987	2,922
Conceptual Structures: Information Processing in Mind and Machine	1983	2,775
Latent Structure Analysis.	1969	2,422
Fusion, propagation, and structuring in belief networks	1986	2,154
Diagnosing multiple faults	1987	2,056
Circumscription—A form of non-monotonic reasoning	1980	2,037
An assumption-based TMS	1986	1,759
A Generalization of Bayesian Inference	2008	1,731
Logical Foundations of Artificial Intelligence	1987	1,580
A model of inexact reasoning in medicine	1975	1,450

What cites it, inside the corpus

Paper	Year	Cited
A Fast Learning Algorithm for Deep Belief Nets	2006	16,540
Bayesian Data Analysis	1995	13,754
Natural Language Processing (almost) from Scratch	2011	5,174
Bayesian Network Classifiers	1997	4,754
An Introduction to Variational Methods for Graphical Models	1999	3,793
An Information-Theoretic Definition of Similarity	1998	3,673
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data	1995	3,262
Graphical Models, Exponential Families, and Variational Inference	2007	3,171
Markov logic networks	2006	2,684
Dynamic bayesian networks: representation, inference and learning	2002	2,604
An introduction to multisensor data fusion	1997	2,569
Relational inductive biases, deep learning, and graph networks	2018	2,406
The transferable belief model	1994	2,192
Variational Inference: A Review for Statisticians	2023	2,169
Learning Bayesian networks: The combination of knowledge and statistical data	1995	2,045
Deep Learning for Health Informatics	2016	2,015
The computational complexity of probabilistic inference using bayesian belief networks	1990	1,955
Deep Neural Networks for Acoustic Modeling in Speech Recognition	2012	1,907
The max-min hill-climbing Bayesian network structure learning algorithm	2006	1,862
Learning Bayesian Networks with the bnlearn R Package	2010	1,769
Acoustic Modeling Using Deep Belief Networks	2011	1,752
Variational Algorithms for Approximate Bayesian Inference	2003	1,736
Nonmonotonic reasoning, preferential models and cumulative logics	1990	1,679

Links

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Topics

Bayesian Modeling and Causal Inference	Computer Science
Logic, Reasoning, and Knowledge	Computer Science
AI-based Problem Solving and Planning	Computer Science

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complete

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

supports1 author record(s) attached.
supports235 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 2026-09-04T03:58:40+00:00.

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