Local causal structure learning for streaming features

DOI10.1016/j.ins.2023.119502OpenAlexW4385803984MaRDI QIDQ6095645

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Publication date: 8 September 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2023.119502

zbMATH Keywords

Bayesian networkstreaming featuresapproximate Markov blanketlocal causal structure learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Probabilistic graphical models (62H22)

Cites Work

• The max-min hill-climbing Bayesian network structure learning algorithm
• Causation, prediction, and search
• Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach
• Unnamed Item

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