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Research article

First published 2014

Modeling the Altered Expression Levels of Genes on Signaling Pathways in Tumors as Causal Bayesian Networks

Richard Neapolitan, Diyang Xue, Xia Jiang

Cancer Informatics

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Research article

First published 2019-09-09

An evaluation of the role of fuzzy cognitive maps and Bayesian belief networks in the development of causal knowledge systems

Yit Yin Wee, Wooi Ping Cheah, Shing Chiang Tan [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2013-5

Knowledge based data center capacity reduction using sensitivity analysis on causal Bayesian belief network

Jayneel Patel, Shahram Sarkani, Thomas A. Mazzuchi

Information Knowledge Systems Management

Open access

Research article

First published 2026

Prediction Model for Low Bone Mineral Density in Cancer Survivors and Age-Matched Controls Using a Causal Bayesian Network: A Nationwide Population-Based Study in Korea

Sujeong Han, Sung-Bae Park, Sohee Oh [...]

Clinical Medicine Insights: Oncology

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Research article

First published 2014-1

Identification of Causal Paths and Prediction of Runway Incursion Risk by Means of Bayesian Belief Networks

Benjamin Jeffry Goodheart

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2003

Learning a Causal Model from Household Survey Data by Using a Bayesian Belief Network

Francisco J. Torres, Manfred Huber

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-9

From undirected dependence to directed causality: A novel Bayesian learning approach

Limin Wang, Hangqi Fan, He Kong

Intelligent Data Analysis: An International Journal

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Research article

First published 2009-10

Complexities and Challenges in the Use of Bayesian Belief Networks: Informing the Design of Causal Influence Models

Jonathan Pfautz, David Koelle, Eric Carlson [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2012-8

Deriving causal Bayesian networks from human reliability analysis data: A methodology and example model

Katrina M Groth, Ali Mosleh

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Open access

Research article

First published 2025

Joint mixed-effects models for causal inference in clustered network-based observational studies

Vanessa McNealis, Erica EM Moodie, Nema Dean

Statistical Methods in Medical Research

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