Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data

Clinical data analysis and forecasting have made substantial contributions to disease control, prevention and detection. However, such data usually suffer from highly imbalanced samples in class distributions. In this paper, we aim to formulate effective methods to rebalance binary imbalanced datase...

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Detalles Bibliográficos
Autores principales: Li, Jinyan, Liu, Lian-sheng, Fong, Simon, Wong, Raymond K., Mohammed, Sabah, Fiaidhi, Jinan, Sung, Yunsick, Wong, Kelvin K. L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5533448/
https://www.ncbi.nlm.nih.gov/pubmed/28753613
http://dx.doi.org/10.1371/journal.pone.0180830

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5533448/
https://www.ncbi.nlm.nih.gov/pubmed/28753613
http://dx.doi.org/10.1371/journal.pone.0180830

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