Unbalanced data processing using oversampling: machine Learning

Nowadays, the DL algorithms show good results when used in the solution of different problems which present similar characteristics as the great amount of data and high dimensionality. However, one of the main challenges that currently arises is the classification of high dimensionality databases, w...

Full description

Autores:

amelec, viloria
Pineda Lezama, Omar Bonerge
Mercado Caruso, Nohora Nubia

Tipo de recurso:

Article of journal

Fecha de publicación:

2020

Institución:

Corporación Universidad de la Costa

Repositorio:

REDICUC - Repositorio CUC

Idioma:

eng

OAI Identifier:

oai:repositorio.cuc.edu.co:11323/7655

Acceso en línea:

https://hdl.handle.net/11323/7655
https://doi.org/10.1016/j.procs.2020.07.018
https://repositorio.cuc.edu.co/

Palabra clave:

Imbalance of classes
Microarray databases
Genetic expression
Deep learning techniques

Rights

openAccess

License

CC0 1.0 Universal