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cs.LG 1

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2024 1

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Fuzzy Convolution Neural Networks for Tabular Data Classification

cs.LG · 2024-06-04 · unverdicted · novelty 5.0

FCNN maps tabular features to fuzzy memberships, arranges them as images, and uses CNNs to classify, reporting competitive or superior results versus DT, SVM, FNN, Bayes, and RF on six generated noisy datasets.

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  • Fuzzy Convolution Neural Networks for Tabular Data Classification cs.LG · 2024-06-04 · unverdicted · none · ref 30

    FCNN maps tabular features to fuzzy memberships, arranges them as images, and uses CNNs to classify, reporting competitive or superior results versus DT, SVM, FNN, Bayes, and RF on six generated noisy datasets.