Ensembles of relational classifiers

DOI10.1007/S10115-007-0093-3zbMath1154.68496DBLPjournals/kais/PreisachS08OpenAlexW2036470311WikidataQ59866543 ScholiaQ59866543MaRDI QIDQ929307

Christine Preisach, Lars Schmidt-Thieme

Publication date: 17 June 2008

Published in: Knowledge and Information Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10115-007-0093-3

zbMATH Keywords

Ensemble classificationRelational autocorrelationRelational data miningSparse graphs

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items (1)

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Uses Software

• NetKit

Cites Work

• Bagging predictors
• Estimation of the mean and the covariance matrix under a marginal independence assumption -- an application of matrix differential calculus
• On the optimality of the simple Bayesian classifier under zero-one loss
• Neural networks and physical systems with emergent collective computational abilities.
• Machine Learning: ECML 2004
• Unnamed Item
• Unnamed Item

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