Deep Learning Method for Selecting Effective Models and Feature Groups in Emotion Recognition Using an Asian Multimodal Database

Deep Learning Method for Selecting Effective Models and Feature Groups in Emotion Recognition Using an Asian Multimodal Database

Emotional awareness is vital for advanced interactions between humans and computer systems. This paper introduces a new multimodal dataset called MERTI-Apps based on Asian physiological signals and proposes a genetic algorithm (GA)—long short-term memory (LSTM) deep learning model to derive the acti...

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Bibliographic Details
Main Authors: Jun-Ho Maeng, Dong-Hyun Kang, Deok-Hwan Kim
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Electronics
Subjects:
dataset
emotion analysis
feature evaluation and selection
signal analysis
machine learning
Online Access:https://www.mdpi.com/2079-9292/9/12/1988

Internet

https://www.mdpi.com/2079-9292/9/12/1988

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