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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Autori principali: Yang, Pengyi, Xu, Liang, Zhou, Bing B, Zhang, Zili, Zomaya, Albert Y
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2009
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Proceedings
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC2788388/
https://ncbi.nlm.nih.gov/pubmed/19958499
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2164-10-S3-S34
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