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In this chapter a combination of type-3 fuzzyType-3 fuzzy logicFuzzy logic and the Holder exponent (HE), which measures multi-fractality, is utilized for diagnosis of mental disordersMental disorders. HE is utilized to characterize the geometrical properties of the EEG signal. A type-3 fuzzy system is employed to represent the knowledge of experts in diagnosis. In this case, type-3 helps in representing the uncertaintyUncertainty in making a medical diagnosis. Simulation results with a dataset of EEG signals show the effectiveness of the approach.

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A Type-3 Fuzzy-Fractal Approach for Diagnosis of Mental Disorders

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  • 发表日期：

    2025年

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  • Patricia Melin,
  • Oscar Castillo

摘要

In this chapter a combination of type-3 fuzzyType-3 fuzzy logicFuzzy logic and the Holder exponent (HE), which measures multi-fractality, is utilized for diagnosis of mental disordersMental disorders. HE is utilized to characterize the geometrical properties of the EEG signal. A type-3 fuzzy system is employed to represent the knowledge of experts in diagnosis. In this case, type-3 helps in representing the uncertaintyUncertainty in making a medical diagnosis. Simulation results with a dataset of EEG signals show the effectiveness of the approach.