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An outlier–robust neuro–fuzzy system for classification and regression

Real life data often suffer from non-informative objects—outliers. These are objects that are not typical in a dataset and can significantly decline the efficacy of fuzzy models. In the paper we analyse neuro-fuzzy systems robust to outliers in classification and regression tasks. We use the fuzzy c...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Kaituhi matua: Siminski Krzysztof
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Sciendo 2021-06-01
Rangatū:International Journal of Applied Mathematics and Computer Science
Ngā marau:
Urunga tuihono:https://doi.org/10.34768/amcs-2021-0021
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