Cellular Gene Expression Programming Classifier Learning

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@Article{journals/tcci/JedrzejowiczJ11,

• author = "Joanna Jedrzejowicz and Piotr Jedrzejowicz",
• title = "Cellular Gene Expression Programming Classifier Learning",
• journal = "Transactions on Computational Collective Intelligence {5}",
• year = "2011",
• volume = "6910",
• series = "Lecture Notes in Computer Science",
• pages = "66--83",
• editor = "Ngoc Thanh Nguyen",
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, gene expression programming, cellular evolutionary algorithm, ensemble classifiers",
• isbn13 = "978-3-642-24015-7",
• DOI = "doi:10.1007/978-3-642-24016-4_4",
• size = "18 pages",
• 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.",
• notes = "Journal volume 5 but published as book in LNCS 6910 series",
• affiliation = "Institute of Informatics, Gdansk University, Wita Stwosza 57, 80-952 Gdansk, Poland",

}

Genetic Programming entries for Joanna Jedrzejowicz Piotr Jedrzejowicz

Citations