Semantic Scholar Open Access 2007 4322 sitasi

A review of feature selection techniques in bioinformatics

Yvan Saeys Iñaki Inza Pedro Larrañaga

Lihat Sumber DOI

Abstrak

Feature selection techniques have become an apparent need in many bioinformatics applications. In addition to the large pool of techniques that have already been developed in the machine learning and data mining fields, specific applications in bioinformatics have led to a wealth of newly proposed techniques. In this article, we make the interested reader aware of the possibilities of feature selection, providing a basic taxonomy of feature selection techniques, and discussing their use, variety and potential in a number of both common as well as upcoming bioinformatics applications.

Topik & Kata Kunci

Medicine Computer Science

Penulis (3)

Yvan Saeys

Iñaki Inza

Pedro Larrañaga

Format Sitasi

APA MLA BibTeX

Saeys, Y., Inza, I., Larrañaga, P. (2007). A review of feature selection techniques in bioinformatics. https://doi.org/10.1093/bioinformatics/btm344

Akses Cepat

Lihat di Sumber doi.org/10.1093/bioinformatics/btm344

Informasi Jurnal

Tahun Terbit: 2007
Bahasa: en
Total Sitasi: 4322×
Sumber Database: Semantic Scholar
DOI: 10.1093/bioinformatics/btm344
Akses: Open Access ✓