EEG-Based Emotion Recognition with Combined Fuzzy Inference via Integrating Weighted Fuzzy Rule Inference and Interpolation

EEG-Based Emotion Recognition with Combined Fuzzy Inference via Integrating Weighted Fuzzy Rule Inference and Interpolation

Emotions play a significant role in shaping psychological activities, behaviour, and interpersonal communication. Reflecting this importance, automated emotion classification has become a vital research area in artificial intelligence. Electroencephalogram (EEG)-based emotion recognition is particul...

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Bibliographic Details
Main Authors: Fangyi Li, Fusheng Yu, Liang Shen, Hexi Li, Xiaonan Yang, Qiang Shen
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Mathematics
Subjects:
EEG data
emotion recognition
fuzzy inference
fuzzy rule interpolation
fuzzy systems integration
Online Access:https://www.mdpi.com/2227-7390/13/1/166
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