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