Multi-label Classification with Gene Expression Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{conf/hais/AvilaGV09,
  title =        "Multi-label Classification with Gene Expression
                 Programming",
  author =       "J. L. Avila and Eva Lucrecia {Gibaja Galindo} and 
                 Sebastian Ventura",
  bibdate =      "2009-06-24",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/hais/hais2009.html#AvilaGV09",
  booktitle =    "Proceedings of the 4th International Conference on
                 Hybrid Artificial Intelligence Systems, HAIS 2009",
  publisher =    "Springer",
  year =         "2009",
  volume =       "5572",
  editor =       "Emilio Corchado and Xindong Wu and Erkki Oja and 
                 Alvaro Herrero and Bruno Baruque",
  isbn13 =       "978-3-642-02318-7",
  pages =        "629--637",
  series =       "Lecture Notes in Computer Science",
  address =      "Salamanca, Spain",
  month =        jun # " 10-12",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming",
  URL =          "http://dx.doi.org/10.1007/978-3-642-02319-4",
  DOI =          "doi:10.1007/978-3-642-02319-4_76",
  abstract =     "In this paper, we introduce a Gene Expression
                 Programming algorithm for multi label classification.
                 This algorithm encodes each individual into a
                 discriminant function that shows 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.
                 In order to evaluate the quality of our algorithm, its
                 performance is compared to that of four recently
                 published algorithms. The results show that our
                 proposal is the best in terms of accuracy, precision
                 and recall",
}

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

Citations