A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification

Created by W.Langdon from gp-bibliography.bib Revision:1.4216

  author =       "Alberto Cano and Amelia Zafra and Eva L. Gibaja and 
                 Sebastian Ventura",
  title =        "A Grammar-Guided Genetic Programming Algorithm for
                 Multi-Label Classification",
  booktitle =    "Proceedings of the 16th European Conference on Genetic
                 Programming, EuroGP 2013",
  year =         "2013",
  month =        "3-5 " # apr,
  editor =       "Krzysztof Krawiec and Alberto Moraglio and Ting Hu and 
                 A. Sima Uyar and Bin Hu",
  series =       "LNCS",
  volume =       "7831",
  publisher =    "Springer Verlag",
  address =      "Vienna, Austria",
  pages =        "217--228",
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming,
                 grammar-guided genetic programming, Multi-label
                 classification, rule learning",
  isbn13 =       "978-3-642-37206-3",
  DOI =          "doi:10.1007/978-3-642-37207-0_19",
  abstract =     "Multi-label classification is a challenging problem
                 which demands new knowledge discovery methods. This
                 paper presents a Grammar-Guided Genetic Programming
                 algorithm for solving multi-label classification
                 problems using IF-THEN classification rules. This
                 algorithm, called G3P-ML, is evaluated and compared to
                 other multi-label classification techniques in
                 different application domains. Computational
                 experiments show that G3P-ML often obtains better
                 results than other algorithms while achieving a lower
                 number of rules than the other methods.",
  notes =        "Part of \cite{Krawiec:2013:GP} EuroGP'2013 held in
                 conjunction with EvoCOP2013, EvoBIO2013, EvoMusArt2013
                 and EvoApplications2013",

Genetic Programming entries for Alberto Cano Rojas Amelia Zafra Gomez Eva L Gibaja Sebastian Ventura