Machine Learning Methods for Fear Classification Based on Physiological Features

Machine Learning Methods for Fear Classification Based on Physiological Features

This paper focuses on the binary classification of the emotion of fear, based on the physiological data and subjective responses stored in the DEAP dataset. We performed a mapping between the discrete and dimensional emotional information considering the participants’ ratings and extracted a substan...

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Bibliographic Details
Main Authors: Livia Petrescu, Cătălin Petrescu, Ana Oprea, Oana Mitruț, Gabriela Moise, Alin Moldoveanu, Florica Moldoveanu
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
emotion dimensions
emotion classification
fear classification
neural networks
machine learning
Online Access:https://www.mdpi.com/1424-8220/21/13/4519

Internet

https://www.mdpi.com/1424-8220/21/13/4519

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