Feature Description Systems for Clusters by Using Logical Rule Generations Based on the Genetic Programming and Its Applications to Data Mining

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

@InProceedings{conf/iccS/LuLT07,
  author =       "Jianjun Lu and Yunling Liu and Shozo Tokinaga",
  title =        "Feature Description Systems for Clusters by Using
                 Logical Rule Generations Based on the Genetic
                 Programming and Its Applications to Data Mining",
  booktitle =    "Proceedings of the 7th International Conference on
                 Computational Science, ICCS 2007, Part {IV}",
  year =         "2007",
  editor =       "Yong Shi and G. Dick {van Albada} and 
                 Jack Dongarra and Peter M. A. Sloot",
  volume =       "4490",
  series =       "Lecture Notes in Computer Science",
  pages =        "162--165",
  address =      "Beijing, China",
  month =        may # " 27-30",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-540-72589-3",
  DOI =          "doi:10.1007/978-3-540-72590-9_23",
  size =         "4 pages",
  abstract =     "This paper deals with the realization of retrieval and
                 feature description systems for clusters by using
                 logical rule generations based on the Genetic
                 Programming (GP). At first, whole data is divided into
                 several clusters and the rules are improved based the
                 GP. The fitness of individuals is defined in proportion
                 to the hits of corresponding logical expression to the
                 samples in targeted cluster c, but also in inversely
                 proportion to the hits outside the cluster c. The GP
                 method is applied to various real world data by showing
                 effective performance compared to conventional
                 methods.",
  notes =        "China Agricultural University, Beijing Graduate School
                 of Economics, Kyushu University, 812-8581, Japan",
  bibdate =      "2007-07-23",
  bibsource =    "DBLP,
                 http://dblp.uni-trier.de/db/conf/iccS/iccS2007-4.html#LuLT07",
}

Genetic Programming entries for Jian-Jun Lu Yun-Ling Liu Shozo Tokinaga

Citations