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Keyword

Bayesian network inference

Description: The computation of probabilities for variables or hypotheses given evidence in a Bayesian network.
OpenAlex ID: keywords/bayesian-network-inference
Understanding multicellular function and disease with human tissue-specific networks
2015 · Casey S Greene, Arjun Krishnan, et al. · Nature Genetics · 831
Advances to Bayesian network inference for generating causal networks from observational biological data
2004 · Jing Yu, V. Anne Smith, et al. · Bioinformatics · 675
Context-Specific Independence in Bayesian Networks
2013 · Boutilier, Craig, Friedman, Nir, et al. · arXiv (Cornell University) · 568
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Learning dynamic Bayesian networks
1998 · Zoubin Ghahramani · Lecture notes in computer science · 559
Bayesian Networks in Fault Diagnosis
2017 · Baoping Cai, Lei Huang, et al. · IEEE Transactions on Industrial Informatics · 482
Exploiting Causal Independence in Bayesian Network Inference
1996 · N. L. Zhang, D. Poole · Journal of Artificial Intelligence Research · 433
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Naive Bayes models for probability estimation
2005 · Daniel Lowd, Pedro Domingos · International Conference on Machine Learning · 315
Bayesian Networks in R
2013 · Radhakrishnan Nagarajan, Marco Scutari, et al. · Springer eBooks · 304
Representing degree distributions, clustering, and homophily in social networks with latent cluster random effects models
2009 · Pavel N. Krivitsky, Mark S. Handcock, et al. · Social Networks · 283
Application of Bayesian Networks in Reliability Evaluation
2018 · Baoping Cai, Xiangdi Kong, et al. · IEEE Transactions on Industrial Informatics · 278
Moving toward a system genetics view of disease
2007 · Solveig K. Sieberts, Eric E. Schadt · Mammalian Genome · 194
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Systems analysis of EGF receptor signaling dynamics with microwestern arrays
2010 · Mark F Ciaccio, Joel P Wagner, et al. · Nature Methods · 189
Bayesian Networks
2021 · Marco Scutari, Jean-Baptiste Denis · Chapman & Hall/CRC eBooks · 185
Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks
2007 · S. Montani, L. Portinale, et al. · Reliability Engineering & System Safety · 177
A review on evolutionary algorithms in Bayesian network learning and inference tasks
2013 · Pedro Larrañaga, Hossein Karshenas, et al. · Information Sciences · 162
Global networks of functional coupling in eukaryotes from comprehensive data integration
2009 · Andrey Alexeyenko, Erik L.L. Sonnhammer · Genome Research · 158
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Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis
2007 · C. Simon, P. Weber, et al. · Reliability Engineering & System Safety · 154
Human PBMC scRNA-seq–based aging clocks reveal ribosome to inflammation balance as a single-cell aging hallmark and super longevity
2023 · Hongming Zhu, Jiawei Chen, et al. · Science Advances · 144
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Multi-Target Tracking - Linking Identities using Bayesian Network Inference
2006 · P. Nillius, J. Sullivan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 142
Inferring Interaction Networks From Multi-Omics Data
2019 · Johann S. Hawe, Fabian J. Theis, et al. · Frontiers in Genetics · 140
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Randomized Algorithms for the Loop Cutset Problem
2000 · A. Becker, R. Bar-Yehuda, et al. · Journal of Artificial Intelligence Research · 134
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A Survey of Algorithms for Real-Time Bayesian Network Inference
2002 · Haipeng Guo, William Hsu · 128
Optimization of Pearl's method of conditioning and greedy-like approximation algorithms for the vertex feedback set problem
1996 · Ann Becker, Dan Geiger · Artificial Intelligence · 128
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Innovations in Bayesian Networks
2008 · Kacprzyk, Janusz, Jain, Lakhmi C, et al. · Studies in computational intelligence · 120
Probabilistic Inference in Influence Diagrams
1998 · Nevin Lianwen Zhang · Computational Intelligence · 109
Works count: 812
Citation count: 12,440
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