Experimental Modeling of Face Emotion Recognition Using Machine Learning Classification (SVM, KNN, Random Forest) and Deep Learning CNN

Experimental Modeling of Face Emotion Recognition Using Machine Learning Classification (SVM, KNN, Random Forest) and Deep Learning CNN

Facial Emotion Recognition (FER) is a technology that analyzes facial expressions to detect emotions, playing a growing role in psychology and Human-Computer Interaction. In Indonesia, mental health issues are rising, with emotional disorders increasing from 6.0% in 2013 to 9.8% in 2018. Over 19 mi...

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Bibliographic Details
Main Authors: Shane Ardyanto Baskara, Nina Setiyawati
Format: Article
Language:English
Published: Center for Research and Community Service, Institut Informatika Indonesia Surabaya 2025-07-01
Series:Teknika
Subjects:
Facial Emotion Recognition
Machine Learning
Mental Health
Facial Expressions
Deep Learning
Online Access:https://ejournal.ikado.ac.id/index.php/teknika/article/view/1232
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