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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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Principais autores: Amna Waheed Awan, Syed Muhammad Usman, Shehzad Khalid, Aamir Anwar, Roobaea Alroobaea, Saddam Hussain, Jasem Almotiri, Syed Sajid Ullah, Muhammad Usman Akram
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-12-01
Serier:Sensors
Fag:
emotion charting
EEG signals
physiological signals
ECG signals
ICA
stacked autoencoder
Online adgang:https://www.mdpi.com/1424-8220/22/23/9480
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