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The Soft Sets and Fuzzy Sets-Based Neural Networks and Application

This paper reviews and compares theories of fuzzy sets and soft sets from the perspective of transformation, and a machine learning model-SF-ANN (the soft sets and fuzzy sets based artificial neural network) is proposed. Liu et al. proved that every fuzzy set on a universe U can be considered as a s...

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Principais autores: Zhicai Liu, Jose Carlos R. Alcantud, Keyun Qin, Ling Xiong
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2020-01-01
Serier:IEEE Access
Fag:
Fuzzy sets
soft sets
neural networks
Online adgang:https://ieeexplore.ieee.org/document/9015977/
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