An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals

An Ensemble Learning Method for Emotion Charting Using Multimodal Physiological Signals

Emotion charting using multimodal signals has gained great demand for stroke-affected patients, for psychiatrists while examining patients, and for neuromarketing applications. Multimodal signals for emotion charting include electrocardiogram (ECG) signals, electroencephalogram (EEG) signals, and ga...

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Bibliographic Details
Main Authors: Amna Waheed Awan, Syed Muhammad Usman, Shehzad Khalid, Aamir Anwar, Roobaea Alroobaea, Saddam Hussain, Jasem Almotiri, Syed Sajid Ullah, Muhammad Usman Akram
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
emotion charting
EEG signals
physiological signals
ECG signals
ICA
stacked autoencoder
Online Access:https://www.mdpi.com/1424-8220/22/23/9480

Internet

https://www.mdpi.com/1424-8220/22/23/9480

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