Persuasive contrastive explanations for Bayesian networks

DOI10.1007/978-3-030-86772-0_17OpenAlexW3200022878MaRDI QIDQ2146023

Silja Renooij, Tara Koopman

Publication date: 15 June 2022

Full work available at URL: https://doi.org/10.1007/978-3-030-86772-0_17

zbMATH Keywords

counterfactualsBayesian networksexplainable AI

Mathematics Subject Classification ID

Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (1)

Efficient search for relevance explanations using MAP-independence in Bayesian networks

Cites Work

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• Bayesian analysis in expert systems. With comments and a rejoinder by the authors
• Explanation in artificial intelligence: insights from the social sciences
• The computational complexity of probabilistic inference using Bayesian belief networks
• Bayesian Networks and Decision Graphs
• Explaining Bayesian Networks Using Argumentation

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