Acquisition of Characteristic Tree Patterns with VLDC's by Genetic Programming and Edit Distance

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

@InProceedings{Nakai:2013:IIAIAAI,
  author =       "Shohei Nakai and Tetsuhiro Miyahara and 
                 Tetsuji Kuboyama and Tomoyuki Uchida and Yusuke Suzuki",
  title =        "Acquisition of Characteristic Tree Patterns with
                 VLDC's by Genetic Programming and Edit Distance",
  booktitle =    "IIAI International Conference on Advanced Applied
                 Informatics (IIAIAAI 2013)",
  year =         "2013",
  month =        aug # " 31-" # sep # " 4",
  pages =        "147--151",
  keywords =     "genetic algorithms, genetic programming, data mining,
                 learning (artificial intelligence), tree data
                 structures, trees (mathematics), characteristic tree
                 pattern acquisition, data mining, glycan data,
                 knowledge discovery, machine learning method, negative
                 tree structured data, positive tree structured data,
                 structured data, tree edit distance, Accuracy, Data
                 mining, Learning systems, Pattern matching, Sugar",
  DOI =          "doi:10.1109/IIAI-AAI.2013.79",
  abstract =     "Knowledge discovery from structured data is an
                 important task in machine learning and data mining. We
                 propose a learning method for acquiring characteristic
                 tree patterns with VLDC's from positive and negative
                 tree structured data by using Genetic Programming and
                 tree edit distance. We report experimental results on
                 applying our method to glycan data.",
  notes =        "Also known as \cite{6630335}",
}

Genetic Programming entries for Shohei Nakai Tetsuhiro Miyahara Tetsuji Kuboyama Tomoyuki Uchida Yusuke Suzuki

Citations