Efficient multivariate feature filter using conditional mutual information

Citations

WEB OF SCIENCE

12
Citations

SCOPUS

10

초록

This reported work focuses on designing an efficient feature filter from a computational point of view. The proposed multivariate filter method using conditional mutual information selects a feature subset that maximises relevance to target class while minimising redundancy between features in O(N) time.

키워드

CLASSIFICATION
제목
Efficient multivariate feature filter using conditional mutual information
저자
Lee, Jaesung; Kim, Dae-Won
DOI
10.1049/el.2011.3063
발행일
2012-02
유형
Article
저널명
Electronics Letters
권
48
호
3
페이지
153 ~ U40