Articles with "rough evidential" as a keyword



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A Distributed Rough Evidential K-NN Classifier: Integrating Feature Reduction and Classification

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Published in 2021 at "IEEE Transactions on Fuzzy Systems"

DOI: 10.1109/tfuzz.2020.2998502

Abstract: The Evidential K-Nearest Neighbor (EK-NN) classification rule provides a global treatment of imperfect knowledge in class labels, but still suffers from the curse of dimensionality as well as runtime and memory restrictions when performing nearest… read more here.

Keywords: classification; rough evidential; feature; evidential classifier ... See more keywords