Tree-based credal networks for classification

DOI10.1023/A:1025822321743zbMath1038.62030OpenAlexW13749590MaRDI QIDQ1412327

Marco Zaffalon, Enrico Fagiuoli

Publication date: 10 November 2003

Published in: Reliable Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1023/a:1025822321743

zbMATH Keywords

Dirichlet modelTAN graphical structures

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Applications of graph theory (05C90) Circuits, networks (94C99)

Related Items (8)

An Empirical Comparison of Bayesian and Credal Set Theory for Discrete State Estimation ⋮ Graphical models for imprecise probabilities ⋮ A tree augmented classifier based on extreme imprecise Dirichlet model ⋮ Thirty years of credal networks: specification, algorithms and complexity ⋮ Robust classification of multivariate time series by imprecise hidden Markov models ⋮ The multilabel naive credal classifier ⋮ Constant rebalanced portfolios and side-information ⋮ Discrete Bayesian Network Classifiers

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