Using canonical representations of block tree patterns in acquisition of characteristic block preserving outerplanar graph patterns
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- @InProceedings{Tokuhara:2016:IWCIA,
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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 IEEE 9th International Workshop on Computational
Intelligence and Applications (IWCIA)",
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title = "Using canonical representations of block tree patterns
in acquisition of characteristic block preserving
outerplanar graph patterns",
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year = "2016",
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pages = "93--99",
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abstract = "We consider evolutionary learning, based on Genetic
Programming, for acquiring characteristic graph
structures from positive and negative outer planar
graph data. We use block preserving outer planar graph
patterns as representations of graph structures. Block
tree patterns are tree representations of block
preserving outer planar patterns, and have the
structure of unrooted trees some of whose vertices have
ordered adjacent vertices. In this paper we propose
canonical representations, which are representations
having the structure of rooted and ordered trees, of
block tree patterns in acquiring characteristic block
preserving outerplanar graph patterns. Then we give an
algorithm for calculating canonical representations of
block tree patterns. Preliminary experimental results
show the algorithm is effective in reducing the run
time of our evolutionary learning method.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/IWCIA.2016.7805755",
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month = nov,
-
notes = "Also known as \cite{7805755}",
- }
Genetic Programming entries for
Fumiya Tokuhara
Tetsuhiro Miyahara
Yusuke Suzuki
Tomoyuki Uchida
Tetsuji Kuboyama
Citations