FuGePSD: Fuzzy Genetic Programming-based algorithm for Subgroup Discovery

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@InProceedings{conf/eusflat/CarmonaGJ15,
  author =       "Cristobal J. Carmona and Pedro Gonzalez and 
                 Maria Jose {del Jesus}",
  title =        "{FuGePSD}: Fuzzy Genetic Programming-based algorithm
                 for Subgroup Discovery",
  booktitle =    "2015 Conference of the International Fuzzy Systems
                 Association and the European Society for Fuzzy Logic
                 and Technology ({IFSA}-{EUSFLAT}-15)",
  year =         "2015",
  editor =       "Jose M. Alonso and Humberto Bustince and 
                 Marek Reformat",
  pages =        "448--454",
  address =      "Gijon, Spain",
  month =        jun # " 30-3 " # jul,
  publisher =    "Atlantis Press",
  keywords =     "genetic algorithms, genetic programming, subgroup
                 discovery, evolutionary fuzzy system",
  bibdate =      "2015-11-23",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/eusflat/eusflat2015.html#CarmonaGJ15",
  isbn13 =       "978-94-62520-77-6",
  URL =          "http://www.atlantis-press.com/php/download_paper.php?id=23576",
  DOI =          "doi:10.2991/ifsa-eusflat-15.2015.65",
  size =         "8 pages",
  abstract =     "Evolutionary Fuzzy Systems (EFSs) are fuzzy systems
                 augmented by a learning process based on evolutionary
                 computation such as evolutionary algorithms (EAs).
                 These systems contribute with several advantages in the
                 development of algorithms, and specifically in the
                 development of subgroup discovery (SD) approaches. SD
                 is a descriptive data mining technique using supervised
                 learning in order to describe data with respect to a
                 property of interest. This paper present the main
                 features of the FuGePSD algorithm, an EFS based on
                 genetic programming and fuzzy logic. An experimental
                 study with a wide number of datasets shows the quality
                 of this algorithm with respect to the remaining EFSs
                 for SD presented throughout the literature.",
}

Genetic Programming entries for Cristobal Jose Carmona del Jesus Pedro Gonzalez Garcia Maria Jose del Jesus

Citations