A framework for online prediction using kernel adaptive filtering
Nowadays, the task of predicting in schemas online is an essential field of study for machine learning. The Filters Adaptive based on kernel methods have taken an essential role in this type of task; this is primarily due to their condition of universal approximation, their ability to solve nonlinea...
- Autores:
-
León Gómez, Eder Arley
- Tipo de recurso:
- Work document
- Fecha de publicación:
- 2019
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/75985
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/75985
- Palabra clave:
- 620 - Ingeniería y operaciones afines
Machine learning
Forecasts
Kernel adaptative filtering
Dictionary
Learning rate
Kernel bandwidth
Clustering adaptive
Aprendizaje de máquina
Predicción
Filtros adaptativos Kernel
Diccionario
Tasa de aprendizaje
Ancho de banda del Kernel
Agrupamiento adaptativo
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional