A Gene Expression Programming Algorithm for Multi-Label Classification

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@Article{journals/mvl/Avila-JimenezGZV11,
  author =       "Jose Luis Avila-Jimenez and 
                 Eva Lucrecia {Gibaja Galindo} and Amelia Zafra and Sebastian Ventura",
  title =        "A Gene Expression Programming Algorithm for
                 Multi-Label Classification",
  journal =      "Journal of Multiple-Valued Logic and Soft Computing",
  year =         "2011",
  number =       "2-3",
  volume =       "17",
  pages =        "183--206",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming, multi-label classification,
                 discriminant functions, machine learning",
  ISSN =         "1542-3980",
  URL =          "http://www.oldcitypublishing.com/MVLSC/MVLSCcontents/MVLSCv17n2-3contents.html",
  URL =          "http://www.oldcitypublishing.com/MVLSC/MVLSCabstracts/MVLSC17.2-3abstracts/MVLSCv17n2-3p183-206Avila.html",
  abstract =     "This paper presents a Gene Expression Programming
                 algorithm for multilabel classification which encodes a
                 discriminant function into each individual to show
                 whether a pattern belongs to a given class or not. The
                 algorithm also applies a niching technique to guarantee
                 that the population includes functions for each
                 existing class. The algorithm has been compared to
                 other recently published algorithms. The results found
                 on several datasets demonstrate the feasibility of this
                 approach in the tackling of multi-label problems.",
  notes =        "SPECIAL ISSUE Soft Computing Techniques in Data
                 Mining",
  bibdate =      "2011-07-04",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/journals/mvl/mvl17.html#Avila-JimenezGZV11",
}

Genetic Programming entries for Jose Luis Avila-Jimenez Eva L Gibaja Amelia Zafra Gomez Sebastian Ventura

Citations