Acquisition of Characteristic Block Preserving Outerplanar Graph Patterns by Genetic Programming Using Label Information
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- @InProceedings{Tokuhara:2016:IIAI-AAI,
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author = "Fumiya Tokuhara and Tetsuhiro Miyahara and
Yusuke Suzuki and Tomoyuki Uchida and Tetsuji Kuboyama",
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booktitle = "2016 5th IIAI International Congress on Advanced
Applied Informatics (IIAI-AAI)",
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title = "Acquisition of Characteristic Block Preserving
Outerplanar Graph Patterns by Genetic Programming Using
Label Information",
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year = "2016",
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pages = "203--210",
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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.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/IIAI-AAI.2016.212",
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month = jul,
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notes = "Also known as \cite{7557603}",
- }
Genetic Programming entries for
Fumiya Tokuhara
Tetsuhiro Miyahara
Yusuke Suzuki
Tomoyuki Uchida
Tetsuji Kuboyama
Citations