Title :
Acquisition of glycan motifs using genetic programming and various fitness functions
Author :
Miyahara, Tetsuhiro ; Kuboyama, Tetsuji
Author_Institution :
Grad. Sch. of Inf. Sci., Hiroshima City Univ., Hiroshima, Japan
Abstract :
We apply a genetic programming approach to extraction of glycan motifs by using tag tree patterns and various fitness functions. Tag tree patterns obtained from some glycan data show characteristic tree structures. We consider the effects of using various fitness functions on obtained glycan motifs.
Keywords :
data mining; genetic algorithms; tree data structures; fitness functions; genetic programming; glycan data; glycan motifs acquisition; tag tree patterns; tree structures;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505277
