Artificial neural networks-based classification of emotions using wristband heart rate monitor data
Sign Up to like & getrecommendations! Published in 2019 at "Medicine"
DOI: 10.1097/md.0000000000016863
Abstract: Abstract Heart rate variability (HRV) is an objective measure of emotional regulation. This study aimed to estimate the accuracy with which an artificial neural network (ANN) algorithm could classify emotions using HRV data that were… read more here.
Keywords: heart rate; emotions using; hrv; wristband heart ... See more keywords
Automatic Method to Identify E-Learner Emotions Using Behavioral Cues
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DOI: 10.1109/tlt.2020.3020497
Abstract: In this article, we offer and test a nonsurvey-based method to characterize learner emotions. Our method, instead of using surveys, uses logs of learner behaviors in learning management systems (LMS) to reason about the emotional… read more here.
Keywords: identify; automatic method; learner; emotions using ... See more keywords
Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier
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DOI: 10.1155/2022/6005446
Abstract: Human-computer interaction (HCI) has seen a paradigm shift from textual or display-based control toward more intuitive control modalities such as voice, gesture, and mimicry. Particularly, speech has a great deal of information, conveying information about… read more here.
Keywords: computer interaction; human computer; emotions using; multilayer perceptron ... See more keywords