Acquisition of Characteristic Tree Patterns with VLDC's by Genetic Programming and Edit Distance
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- @InProceedings{Nakai:2013:IIAIAAI,
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author = "Shohei Nakai and Tetsuhiro Miyahara and
Tetsuji Kuboyama and Tomoyuki Uchida and Yusuke Suzuki",
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title = "Acquisition of Characteristic Tree Patterns with
VLDC's by Genetic Programming and Edit Distance",
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booktitle = "IIAI International Conference on Advanced Applied
Informatics (IIAIAAI 2013)",
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year = "2013",
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month = aug # " 31-" # sep # " 4",
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pages = "147--151",
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keywords = "genetic algorithms, genetic programming, data mining,
learning (artificial intelligence), tree data
structures, trees (mathematics), characteristic tree
pattern acquisition, data mining, glycan data,
knowledge discovery, machine learning method, negative
tree structured data, positive tree structured data,
structured data, tree edit distance, Accuracy, Data
mining, Learning systems, Pattern matching, Sugar",
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DOI = "doi:10.1109/IIAI-AAI.2013.79",
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abstract = "Knowledge discovery from structured data is an
important task in machine learning and data mining. We
propose a learning method for acquiring characteristic
tree patterns with VLDC's from positive and negative
tree structured data by using Genetic Programming and
tree edit distance. We report experimental results on
applying our method to glycan data.",
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notes = "Also known as \cite{6630335}",
- }
Genetic Programming entries for
Shohei Nakai
Tetsuhiro Miyahara
Tetsuji Kuboyama
Tomoyuki Uchida
Yusuke Suzuki
Citations