Constructing an Emotion Estimation Model Based on EEG/HRV Indexes Using Feature Extraction and Feature Selection Algorithms

Constructing an Emotion Estimation Model Based on EEG/HRV Indexes Using Feature Extraction and Feature Selection Algorithms

In human emotion estimation using an electroencephalogram (EEG) and heart rate variability (HRV), there are two main issues as far as we know. The first is that measurement devices for physiological signals are expensive and not easy to wear. The second is that unnecessary physiological indexes have...

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Bibliographic Details
Main Authors: Kei Suzuki, Tipporn Laohakangvalvit, Ryota Matsubara, Midori Sugaya
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
emotion recognition
electroencephalogram (EEG)
photoplethysmography (PPG)
machine learning
feature extraction
feature selection
Online Access:https://www.mdpi.com/1424-8220/21/9/2910

Internet

https://www.mdpi.com/1424-8220/21/9/2910

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