Articles with "fuzzy knn" as a keyword



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Numerical Data Classification via Distance-Based Similarity Measures of Fuzzy Parameterized Fuzzy Soft Matrices

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Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3089849

Abstract: In this paper, we first define eight pseudo-metrics and eight pseudo-similarities based on these pseudo-metrics over fpfs-matrices. We then propose a new classification algorithm, i.e. Fuzzy Parameterized Fuzzy Soft Euclidean Classifier (FPFS-EC), based on Euclidean… read more here.

Keywords: fuzzy soft; parameterized fuzzy; classification; fuzzy knn ... See more keywords