Multi-classifiers of Small Treewidth

DOI10.1007/978-3-319-20807-7_18zbMath1465.68227OpenAlexW1958120499MaRDI QIDQ3451177

Arnoud Pastink, Linda C. van der Gaag

Publication date: 10 November 2015

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://dspace.library.uu.nl/handle/1874/320589

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Probabilistic graphical models (62H22)

Related Items (2)

Balanced sensitivity functions for tuning multi-dimensional Bayesian network classifiers ⋮ Tractability of most probable explanations in multidimensional Bayesian network classifiers

Cites Work

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• A partial k-arboretum of graphs with bounded treewidth
• Finding MAPs for belief networks is NP-hard
• Trading off Speed and Accuracy in Multilabel Classification
• Extended Tree Augmented Naive Classifier
• Optimum branchings

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