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membership-functions

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detecting fake news using linguistic features. ML techniques ranging from hard and soft-clustering to fuzzy inference systems and neural networks. included FMID5 - Fuzzy Model Identification toolbox in MATLAB

  • Updated Mar 1, 2024
  • MATLAB

Rainfall Prediction App is an application designed to predict rainfall in the Banyuasin Regency, Indonesia. This project serves as a final project developed to complete the undergraduate program at the University of Sriwijaya. The method employed involves the Tsukamoto Fuzzy Inference System optimized using genetic algorithms.

  • Updated Jan 3, 2024
  • Java

Implementing Fuzzy Inference System using PerCapitaViolentCrimesPrediction dataset where Genetic Algorithm used for feature selection, and discretizing the data while encoding values to class variables. Generating Rules with Decision Tree Classifier, And fuzzifying values and rules inference system and defuzzification in MATLAB.

  • Updated Jun 13, 2021
  • Jupyter Notebook

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