Automating the design of data mining algorithms. An evolutionary computation approach

DOI10.1007/978-3-642-02541-9zbMath1183.68498OpenAlexW123738714WikidataQ57597649 ScholiaQ57597649MaRDI QIDQ1041166

Gisele L. Pappa, Alex A. Freitas

Publication date: 1 December 2009

Published in: Natural Computing Series (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-02541-9

zbMATH Keywords

multiobjective optimizationgenetic programmingevolutionary algorithmsdata mining, classification modelsrule induction algorithms

Mathematics Subject Classification ID

Nonnumerical algorithms (68W05) Learning and adaptive systems in artificial intelligence (68T05) Research exposition (monographs, survey articles) pertaining to computer science (68-02)

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Simplification of genetic programs: a literature survey ⋮ Automatic generation of algorithms for robust optimisation problems using grammar-guided genetic programming ⋮ Levy distributed parameter control in differential evolution for numerical optimization

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