A novel grammar-based genetic programming approach to clustering

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  title =        "A novel grammar-based genetic programming approach to
  author =       "Ivan {De Falco} and Ernesto Tarantino and 
                 Antonio {Della Cioppa} and F. Gagliardi",
  year =         "2005",
  bibdate =      "2006-02-10",
  pages =        "928--932",
  editor =       "Hisham Haddad and Lorie M. Liebrock and 
                 Andrea Omicini and Roger L. Wainwright",
  booktitle =    "Proceedings of the 2005 ACM Symposium on Applied
                 Computing (SAC)",
  publisher =    "ACM",
  address =      "Santa Fe, New Mexico, USA",
  month =        mar # " 13-17",
  organisation = "ACM",
  bibsource =    "DBLP,
  keywords =     "genetic algorithms, genetic programming, Information
                 Storage and Retrieval, Information search and
                 retrieval, clustering, retrieval methods, Artificial
                 Intelligence, Problem Solving, Control Methods, and
                 Search heuristic methods, Algorithms, Experimentation,
                 data clustering, EM, Expectation-Maximisation",
  ISBN =         "1-58113-964-0",
  DOI =          "doi:10.1145/1066677.1066891",
  abstract =     "Most of the classical methods for clustering analysis
                 require the user setting of number of clusters. To
                 surmount this problem, in this paper a grammar-based
                 Genetic Programming approach to automatic data
                 clustering is presented. An innovative clustering
                 process is conceived strictly linked to a novel cluster
                 representation which provides intelligible information
                 on patterns. The efficacy of the implemented
                 partitioning system is estimated on a medical domain by
                 exploiting expressly defined evaluation indices.
                 Furthermore, a comparison with other clustering tools
                 is performed.",

Genetic Programming entries for Ivanoe De Falco Ernesto Tarantino Antonio Della Cioppa F Gagliardi