Acquisition of characteristic block preserving outerplanar graph patterns from positive and negative data using Genetic Programming and tree representation of graph patterns

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@InProceedings{Ouchiyama:2015:IWCIA,
  author =       "Yuto Ouchiyama and Tetsuhiro Miyahara and 
                 Yusuke Suzuki and Tomoyuki Uchida and Tetsuji Kuboyama and 
                 Fumiya Tokuhara",
  booktitle =    "8th IEEE International Workshop on Computational
                 Intelligence and Applications (IWCIA)",
  title =        "Acquisition of characteristic block preserving
                 outerplanar graph patterns from positive and negative
                 data using Genetic Programming and tree representation
                 of graph patterns",
  year =         "2015",
  pages =        "95--101",
  month =        nov,
  keywords =     "genetic algorithms, genetic programming, Genetics,
                 graph patterns, outerplanar graphs",
  DOI =          "doi:10.1109/IWCIA.2015.7449469",
  ISSN =         "1883-3977",
  abstract =     "Machine learning and data mining from graph structured
                 data have been studied intensively. Many chemical
                 compounds can be expressed by outer-planar graphs. We
                 use block preserving outer planar graph patterns having
                 structured variables for expressing structural features
                 of outerplanar graphs. We propose a learning method for
                 acquiring characteristic block preserving outerplanar
                 graph patterns from positive and negative outerplanar
                 graph data, by using Genetic Programming and tree
                 representation of block preserving outerplanar graph
                 patterns. We report experimental results on applying
                 our method to synthetic outerplanar graph data.",
  notes =        "Also known as \cite{7449469}",
}

Genetic Programming entries for Yuto Ouchiyama Tetsuhiro Miyahara Yusuke Suzuki Tomoyuki Uchida Tetsuji Kuboyama Fumiya Tokuhara

Citations