Automatic Recurrent ANN Rule Extraction with Genetic Programming

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

@InProceedings{dorado:2002:IJCNN,
  author =       "Julian Dorado and Juan R. Rabunal and 
                 Daniel Rivero and Antonino Santos and Alejandro Pazos",
  title =        "Automatic Recurrent ANN Rule Extraction with Genetic
                 Programming",
  booktitle =    "Proceedings of the 2002 International Joint Conference
                 on Neural Networks IJCNN'02",
  pages =        "1552--1557",
  year =         "2002",
  month =        "12-17 " # may,
  address =      "Hilton Hawaiian Village Hotel, Honolulu, Hawaii",
  publisher =    "IEEE Press",
  publisher_address = "445 Hoes Lane, P.O. Box 1331, Piscataway, NJ
                 08855-1331, USA",
  organisation = "IEEE",
  ISBN =         "0-7803-7278-6",
  keywords =     "genetic algorithms, genetic programming, artificial
                 neural nets, automatic recurrent ANN rule extraction,
                 rule-exploration technique, rule-extraction system,
                 rule-extraction techniques, knowledge acquisition,
                 knowledge based systems, neural nets",
  DOI =          "doi:10.1109/IJCNN.2002.1007748",
  abstract =     "Various rule-extraction techniques using ANNs have
                 been used so far, most of them being applied on
                 multi-layer ANNs, since they are more easily handled.
                 In many cases, extraction methods focusing on different
                 types of networks and training have been implemented,
                 however, there are virtually no methods that view the
                 extraction of rules from ANNs as systems which are
                 independent from their architecture, training and
                 internal distribution of weights, connections and
                 activation functions. This paper proposes a
                 rule-extraction system of ANNs regardless of their
                 architecture (multi-layer or recurrent), using Genetic
                 programming as a rule-exploration technique.",
  notes =        "IJCNN 2002 Held in connection with the World Congress
                 on Computational Intelligence (WCCI 2002)",
}

Genetic Programming entries for Julian Dorado Juan Ramon Rabunal Dopico Daniel Rivero Cebrian Antonino Santos del Riego Alejandro Pazos Sierra

Citations