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A review of feature selection techniques in bioinformatics
Cita
Saeys, Yvan, Inza Cano, Iñaki and Larrañaga Múgica, Pedro María 
ORCID: https://orcid.org/0000-0003-0652-9872
(2007).
A review of feature selection techniques in bioinformatics.
"Bioinformatics", v. 23
(n. 19);
pp. 2507-2517.
ISSN 1367-4811.
https://doi.org/10.1093/bioinformatics/btm344.
ORCID: https://orcid.org/0000-0003-0652-9872
(2007).
A review of feature selection techniques in bioinformatics.
"Bioinformatics", v. 23
(n. 19);
pp. 2507-2517.
ISSN 1367-4811.
https://doi.org/10.1093/bioinformatics/btm344.
Descripción
| Título: | A review of feature selection techniques in bioinformatics |
|---|---|
| Autor/es: |
|
| Tipo de Documento: | Artículo |
| Título de Revista/Publicación: | Bioinformatics |
| Fecha: | Octubre 2007 |
| ISSN: | 1367-4811 |
| Volumen: | 23 |
| Número: | 19 |
| Materias: | |
| ODS: | |
| Escuela: | Facultad de Informática (UPM) [antigua denominación] |
| Departamento: | Inteligencia Artificial |
| Licencias Creative Commons: | Reconocimiento - Sin obra derivada - No comercial |
Resumen
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.
Proyectos asociados
Tipo
Código
Acrónimo
Responsable
Título
Gobierno de España
TIN2005-03824
Sin especificar
Sin especificar
Sin especificar
Más información
| ID de Registro: | 73113 |
|---|---|
| Identificador DC: | https://oa.upm.es/73113/ |
| Identificador OAI: | oai:oa.upm.es:73113 |
| URL Portal Científico: | https://portalcientifico.upm.es/es/ipublic/item/5482560 |
| Identificador DOI: | 10.1093/bioinformatics/btm344 |
| URL Oficial: | https://academic.oup.com/bioinformatics/article/23... |
| Depositado por: | Biblioteca Facultad de Informatica |
| Depositado el: | 22 Mar 2023 12:22 |
| Ultima Modificación: | 12 Nov 2025 00:00 |
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