A review of feature selection techniques in bioinformatics.
Bioinformatics
; 23(19): 2507-17, 2007 Oct 01.
Article
en En
| MEDLINE
| ID: mdl-17720704
ABSTRACT
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.
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Colección:
01-internacional
Banco de datos:
MEDLINE
Asunto principal:
Algoritmos
/
Reconocimiento de Normas Patrones Automatizadas
/
Inteligencia Artificial
/
Análisis de Secuencia
/
Biología Computacional
/
Perfilación de la Expresión Génica
/
Modelos Biológicos
Idioma:
En
Revista:
Bioinformatics
Asunto de la revista:
INFORMATICA MEDICA
Año:
2007
Tipo del documento:
Article
País de afiliación:
Bélgica