Design and Development of a Non-Contact ECG-Based Human Emotion Recognition System Using SVM and RF Classifiers

Design and Development of a Non-Contact ECG-Based Human Emotion Recognition System Using SVM and RF Classifiers

Emotion recognition becomes an important aspect in the development of human-machine interaction (HMI) systems. Positive emotions impact our lives positively, whereas negative emotions may cause a reduction in productivity. Emotionally intelligent systems such as chatbots and artificially intelligent...

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Bibliographic Details
Main Authors: Aftab Alam, Shabana Urooj, Abdul Quaiyum Ansari
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Diagnostics
Subjects:
electrocardiogram (ECG)
emotion classifier
emotion recognition system
human-machine interaction (HMI)
SVM
RF
Online Access:https://www.mdpi.com/2075-4418/13/12/2097

Internet

https://www.mdpi.com/2075-4418/13/12/2097

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