Parallel ensemble of a randomization-based online sequential neural network for classification problems using a frequency criterion
Randomization-based neural networks have gained wide acceptance in the scientific community owing to the simplicity of their algorithm and generalization capabilities. Random vector functional link (RVFL) networks and their variants are a class of randomization-based neural networks. RVFL networks h...
- Autores:
-
Gelvez-Almeida, Elkin
Barrientos, Ricardo
Vilches, Karina
Mora, Marco
- Tipo de recurso:
- Fecha de publicación:
- 2024
- Institución:
- Universidad Simón Bolívar
- Repositorio:
- Repositorio Digital USB
- Idioma:
- eng
- OAI Identifier:
- oai:bonga.unisimon.edu.co:20.500.12442/16220
- Acceso en línea:
- https://hdl.handle.net/20.500.12442/16220
https://doi.org/10.1038/s41598-024-66676-9
- Palabra clave:
- Randomization-based neural
Random vector functional link (RVFL)
Neural Networks
Training algorithm
Sequential Learning
- Rights
- openAccess
- License
- Attribution-NonCommercial-NoDerivs 3.0 United States