Cellular Gene Expression Programming Classifier Learning
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- @Article{journals/tcci/JedrzejowiczJ11,
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author = "Joanna Jedrzejowicz and Piotr Jedrzejowicz",
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title = "Cellular Gene Expression Programming Classifier
Learning",
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journal = "Transactions on Computational Collective Intelligence
{5}",
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year = "2011",
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volume = "6910",
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series = "Lecture Notes in Computer Science",
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pages = "66--83",
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editor = "Ngoc Thanh Nguyen",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming, gene
expression programming, cellular evolutionary
algorithm, ensemble classifiers",
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isbn13 = "978-3-642-24015-7",
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DOI = "doi:10.1007/978-3-642-24016-4_4",
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size = "18 pages",
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abstract = "In this paper we propose integrating two collective
computational intelligence techniques: gene expression
programming and cellular evolutionary algorithms with a
view to induce expression trees, which, subsequently,
serve as weak classifiers. From these classifiers
stronger ensemble classifiers are constructed using
majority-voting and boosting techniques. The paper
includes the discussion of the validating experiment
result confirming high quality of the proposed ensemble
classifiers.",
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notes = "Journal volume 5 but published as book in LNCS 6910
series",
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affiliation = "Institute of Informatics, Gdansk University, Wita
Stwosza 57, 80-952 Gdansk, Poland",
- }
Genetic Programming entries for
Joanna Jedrzejowicz
Piotr Jedrzejowicz
Citations