Cargando…

Imbalanced Ensemble Learning for Enhanced Pulsar Identification

Pulsars can be detected based on their emitted radio waves. Machine learning methods can be employed to support automated screening of a large number of radio signals for pulsars. This is however a challenging task since training these methods is affected by an inherent imbalance in the acquired dat...

Descripción completa

Detalles Bibliográficos
Autores principales: Holewik, Jakub, Schaefer, Gerald, Korovin, Iakov
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7354782/
http://dx.doi.org/10.1007/978-3-030-53956-6_47