Acquisition of characteristic tree patterns with VLDC’s by genetic programming and edit distance
Acquisition of characteristic tree patterns with VLDC’s by genetic programming and edit distance
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通过遗传编程和编辑距离,使用 VLDC 获取特征树模式
DOI:
10.1109/iiai-aai.2013.79
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发表时间:
2013
期刊:
影响因子:
--
通讯作者:
and Yusuke Suzuk
中科院分区:
文献类型:
--
作者:
Shohei Nakai;Tetsuhiro Miyahara;Tetsuji Kuboyama;Tomoyuki Uchida;and Yusuke Suzuk
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.