Review Article
State of the Art of Fuzzy Methods for Gene Regulatory Networks Inference
Algorithm 1
Fuzzy approach in GRN inference.
// Basic fuzzy approach for GRN Inference // | Fuzzification stage | Define fuzzy membership values for each group | of fuzzy sets for gene expression values from | the microarray data. | Inference stage | Estimate fuzzy rules related to gene | expression with a specific optimal gene | expression level; | Choose rules from a fuzzy rule set to infer | the predicted fuzzy expression profile. | Defuzzification stage | Defuzzify inferred profile into a group of | numbers that have the same scale of the main | microarray data. |
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