Viability of two adaptive fuzzy systems based on fuzzy c means and subtractive clustering methods for modeling Cadmium in groundwater resources

Viability of two adaptive fuzzy systems based on fuzzy c means and subtractive clustering methods for modeling Cadmium in groundwater resources

The Adaptive Neuro-Fuzzy Inference System (ANFIS) combines the strengths of both Artificial Neural Networks (ANNs) and Fuzzy Logic (FL) into a single framework. By doing so, it allows for quicker learning and adaptable interpretation capabilities, which are useful for modeling complex patterns and i...

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Bibliographic Details
Main Authors: Naghmeh Jafarzade, Ozgur Kisi, Mahmood Yousefi, Mansour Baziar, Vahide Oskoei, Nilufar Marufi, Ali Akbar Mohammadi
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Heliyon
Subjects:
Heavy metal prediction
Cadmium
Groundwater
Adaptive fuzzy systems
Fuzzy clustering
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023056232

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