Acquisition of Characteristic Tree Patterns with VLDC's by Genetic Programming and Edit Distance

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Nakai:2013:IIAIAAI,

• author = "Shohei Nakai and Tetsuhiro Miyahara and Tetsuji Kuboyama and Tomoyuki Uchida and Yusuke Suzuki",
• title = "Acquisition of Characteristic Tree Patterns with VLDC's by Genetic Programming and Edit Distance",
• booktitle = "IIAI International Conference on Advanced Applied Informatics (IIAIAAI 2013)",
• year = "2013",
• month = aug # " 31-" # sep # " 4",
• pages = "147--151",
• 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",
• DOI = "doi:10.1109/IIAI-AAI.2013.79",
• 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.",
• notes = "Also known as \cite{6630335}",

}

Genetic Programming entries for Shohei Nakai Tetsuhiro Miyahara Tetsuji Kuboyama Tomoyuki Uchida Yusuke Suzuki

Citations