Implementation of neural network classifier for assessing human emotional state

This article continues the authors’ research in the field of human-machine interaction. The work addresses the problem of recognizing the human emotional state in the process of labor activity. Using Deep-Face, software for identifying and classifying emotions is implemented. The approbation of the software has shown the possibility of its implementation for the human functional state identification.

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Publication Details

Journal
Vestnik kibernetiki
Published
2025-01-01
DOI
https://doi.org/10.35266/1999-7604-2025-1-3
Primary Topic
Advanced Data Processing Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Implementation of neural network classifier for assessing human emotional state

Д. В. Тараканов, M. Yu. Kataev, И. О. Тараканова, M. Ya. Braginsky
Vestnik kibernetiki
Advanced Data Processing Techniques
article

Implementation of neural network classifier for assessing human emotional state

Д. В. Тараканов, M. Yu. Kataev, И. О. Тараканова, M. Ya. Braginsky
article en

Abstract

This article continues the authors’ research in the field of human-machine interaction. The work addresses the problem of recognizing the human emotional state in the process of labor activity. Using Deep-Face, software for identifying and classifying emotions is implemented. The approbation of the software has shown the possibility of its implementation for the human functional state identification.

Vestnik kibernetikiVol. 24(1)
Openalex Percentile: Top 94%
Advanced Data Processing Techniques
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Implementation of neural network classifier for assessing human emotional state — Д. В. Тараканов, M. Yu. Kataev, et al. · Vestnik kibernetiki (2025) | TGRS Research Map | TGRS