From designing a single neural network to designing neural network ensembles

DOI10.1007/BF02899473zbMath1062.68575MaRDI QIDQ4454471

Xiufen Zou, Yong Liu

Publication date: 8 March 2004

Published in: Wuhan University Journal of Natural Sciences (Search for Journal in Brave)

zbMATH Keywords

supervised learning model

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• bootstrap

Cites Work

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• Bagging predictors
• Modeling by shortest data description
• Neural network constructive algorithms: Trading generalization for learning efficiency?
• Coding decision trees
• Bias/Variance Analyses of Mixtures-of-Experts Architectures
• Limits for the Precision and Value of Information from Dependent Sources
• Boosting and Other Ensemble Methods
• A new look at the statistical model identification