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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...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2017
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| Materias: | |
| 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 |