|
Title:
|
ACQUISITION OF CHARACTERISTIC TREE PATTERNS WITH VLDCS BY GENETIC PROGRAMMING |
|
Author(s):
|
Shohei Nakai, Tetsuhiro Miyahara, Tetsuji Kuboyama |
|
ISBN:
|
978-972-8939-83-0 |
|
Editors:
|
Miguel Baptista Nunes, Pedro Isaías and Philip Powell |
|
Year:
|
2013 |
|
Edition:
|
Single |
|
Keywords:
|
Knowledge discovery, learning, genetic programming, tree structured data |
|
Type:
|
Short Paper |
|
First Page:
|
332 |
|
Last Page:
|
336 |
|
Language:
|
English |
|
Cover:
|
|
|
Full Contents:
|
click to dowload 
|
|
Paper Abstract:
|
Knowledge discovery from structured data is an important task in realizing knowledge based information systems. We propose a learning method for acquiring characteristic tree patterns with VLDCs from positive and negative tree structured data using Genetic Programming. We report experimental results on applying our method to glycan data. |
|
|
|
|
|
|
