Acquisition of Characteristic Block Preserving Outerplanar Graph Patterns by Genetic Programming Using Label Information

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@InProceedings{Tokuhara:2016:IIAI-AAI,

• author = "Fumiya Tokuhara and Tetsuhiro Miyahara and Yusuke Suzuki and Tomoyuki Uchida and Tetsuji Kuboyama",
• booktitle = "2016 5th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)",
• title = "Acquisition of Characteristic Block Preserving Outerplanar Graph Patterns by Genetic Programming Using Label Information",
• year = "2016",
• pages = "203--210",
• abstract = "Many chemical compounds can be expressed by a class of graphs called outer-planar graphs. By taking advantage of this tractable class of graphs, we use block preserving outerplanar graph patterns having structured variables for expressing structural features of outerplanar graphs. We propose a method for acquiring characteristic block preserving outerplanar graph patterns from positive and negative outerplanar graph data by Genetic Programming using vertex and edge label information of positive examples. We report experimental results on real chemical compound data.",
• keywords = "genetic algorithms, genetic programming",
• DOI = "doi:10.1109/IIAI-AAI.2016.212",
• month = jul,
• notes = "Also known as \cite{7557603}",

}

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

Citations