| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 8070713 | Annals of Nuclear Energy | 2011 | 11 Pages |
Abstract
⺠A bagged ensemble of classifiers is applied for nuclear transient identification. ⺠Fuzzy C-Means classifiers are used as base classifiers of the ensemble. ⺠Transients are simulated in the feedwater system of a boiling water reactor. ⺠Ensemble is compared with a supervised, evolutionary-optimized FCM classifier. ⺠Ensemble improves classification accuracy in cases of large or very small sizes data.
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Authors
Piero Baraldi, Roozbeh Razavi-Far, Enrico Zio,