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EMOTION CLASSIFICATION USING MACHINE LEARNING METHODS

Published in Zenodo (CERN European Organization for Nuclear Research) • Jul 13, 2025
NobleIDNI5P94W74R17S37
Authors:
Mamatov N.
,
Niyozmatova N.
,
Tojiboyeva Sh.

Abstract

This article studies the problem of automatic classification of emotions using human facial expressions, and compares various machine learning algorithms, in particular k-NN, SVM, Random Forest, MLP and CNN, with the widespread FER2013, KDEF RAFDB and AffectNet databases and a single database create...

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