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Integrating new data balancing technique with committee networks for imbalanced data: GRSOM approach
To deal with imbalanced data in a classification problem, this paper proposes a data balancing technique to be used in conjunction with a committee network. The proposed data balancing technique is based on the concept of the growing ring self-organizing map (GRSOM) which is an unsupervised learning...
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| Pubblicato in: | Cogn Neurodyn |
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| Autori principali: | , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Springer Netherlands
2015
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4635392/ https://ncbi.nlm.nih.gov/pubmed/26557932 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11571-015-9350-4 |
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