U-Control Chart Based Differential Evolution Clustering for Determining the Number of Cluster in k-Means
The automatic clustering differential evolution (ACDE) is one of the clustering methods that are able to determine the cluster number automatically. However, ACDE still makes use of the manual strategy to determine k activation threshold thereby affecting its performance. In this study, the ACDE pro...
- Autores:
-
Silva, Jesús
Pineda Lezama, Omar Bonerge
Varela, Noel
García Guiliany, Jesús
Steffens Sanabria, Ernesto
Sánchez Otero, Madelin
Álvarez Rojas, Vladimir
- Tipo de recurso:
- http://purl.org/coar/resource_type/c_816b
- Fecha de publicación:
- 2019
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/5136
- Acceso en línea:
- https://hdl.handle.net/11323/5136
https://repositorio.cuc.edu.co/
- Palabra clave:
- K-means
Automatic clustering
Differential evolution
K activation threshold
U control chart
Academic efficiency (AE)
- Rights
- openAccess
- License
- CC0 1.0 Universal