太原理工大学学报2017，Vol.48Issue(3)：458-468,11.DOI:10.16355/j.cnki.issn1007-9432tyut.2017.03.025
生物信息学中的特征选择
A Review on Feature Selection for Bioinformatics
王力波 1王耀力 1常青1
作者信息
- 1. 太原理工大学 信息工程学院,太原 030024
- 折叠
摘要
Abstract
We summarize feature selection approaches with recent applications in bioinformatics.We suggest to deviate from the commonly used categorization of feature selection approaches into filter,wrapper,and embedded approaches.Instead,we view feature selection as a combinatorial optimization or a search problem,by classifying feature selection approaches into exhaustive search,heuristic search,and hybrid methods,with heuristic search approaches further divided into those with or without feature importance ranking.关键词
计算生物学/智能计算/数据挖掘/进化计算/神经网络Key words
bioinformatics/omputational intelligence/data mining/evolutionary computation/neural networks分类
管理科学引用本文复制引用
王力波,王耀力,常青..生物信息学中的特征选择[J].太原理工大学学报,2017,48(3):458-468,11.
