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Imbalanced biomedical data classification using self-adaptive multilayer ELM combined with dynamic GAN
BACKGROUND: Imbalanced data classification is an inevitable problem in medical intelligent diagnosis. Most of real-world biomedical datasets are usually along with limited samples and high-dimensional feature. This seriously affects the classification performance of the model and causes erroneous gu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6280414/ https://www.ncbi.nlm.nih.gov/pubmed/30514298 http://dx.doi.org/10.1186/s12938-018-0604-3 |