Is it worth generating rules from neural network ensembles?

DOI10.1016/j.jal.2004.03.004zbMath1073.68070OpenAlexW2082313237MaRDI QIDQ1884273

Guido Bologna

Publication date: 28 October 2004

Published in: Journal of Applied Logic (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jal.2004.03.004

zbMATH Keywords

Neural networksDecision treesRule extractionEnsemblesProteins

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Generating rules with predicates, terms and variables from the pruned neural networks

Uses Software

• UCI-ml
• ANFIS
• C4.5
• PROSITE

Cites Work

• Bagging predictors
• Rule extraction from local cluster neural nets
• A search technique for rule extraction from trained neural networks
• Fuzzy sets
• Symbolic knowledge extraction from trained neural networks: A sound approach
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