A particle swarm based hybrid system for imbalanced medical data sampling

BACKGROUND: Medical and biological data are commonly with small sample size, missing values, and most importantly, imbalanced class distribution. In this study we propose a particle swarm based hybrid system for remedying the class imbalance problem in medical and biological data mining. This hybrid...

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Detalles Bibliográficos
Autores principales: Yang, Pengyi, Xu, Liang, Zhou, Bing B, Zhang, Zili, Zomaya, Albert Y
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Proceedings
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2788388/
https://www.ncbi.nlm.nih.gov/pubmed/19958499
http://dx.doi.org/10.1186/1471-2164-10-S3-S34

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2788388/
https://www.ncbi.nlm.nih.gov/pubmed/19958499
http://dx.doi.org/10.1186/1471-2164-10-S3-S34

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