Presentation information

General Session

General Session » GS-2 Machine learning

[4G3-GS-2l] 機械学習:学習方略(1/2)

Fri. Jun 11, 2021 1:40 PM - 3:20 PM Room G (GS room 2)

座長:内部 英治(ATR)

2:00 PM - 2:20 PM

[4G3-GS-2l-02] Acquisition of Tag Tree Patterns with Vertex Labels and Wildcards by Evolutionary Learning using Label Information

Shunsuke Yokoyama1, 〇Tetsuhiro Miyahara1, Yusuke Suzuki1, Tomoyuki Uchida1, Tetsuji Kuboyama2 (1. Hiroshima City University, 2. Gakushuin University)

Keywords:evolutionary learning, genetic programming, tree structured pattern

Machine learning and data mining from tree structured data are studied intensively.
We propose an evolutionary learning method for acquiring characteristic tag tree patterns with vertex labels and wildcards from positive and negative tree data, by using label information of positive examples.
We report preliminary experimental results on our evolutionary learning method.

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