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EvoFuzzy
Version 2 2024-10-10, 04:21
Version 1 2024-10-10, 04:09
software
posted on 2024-10-10, 04:21 authored by Hasini Nakulugamuwa-GamageHasini Nakulugamuwa-GamageEvoFuzzy - Source code and datasets
EvoFuzzy: Evolutionary fuzzy ensemble approach for reconstructing consensus genetic networks EvoFuzzy, an algorithm that integrates evolutionary and fuzzy concepts to combine gene regulatory networks (GRNs) derived from Boolean, regression, and fuzzy models. The algorithm evolves a population of networks using fuzzy trigonometric differential evolution, with gene expression predictions based on confidence levels applied through a fuzzy logic-based predictor.
