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Comparative analysis of types of neural networks for solving problems of modeling socioeconomic systems (forecasting of production using neural networks, for example, on an LSTM-type network) Cover

Comparative analysis of types of neural networks for solving problems of modeling socioeconomic systems (forecasting of production using neural networks, for example, on an LSTM-type network)

Open Access
|Mar 2026

Authors

Tatiana A. Makarenya

mta-76@inbox.ru

Department of Engineering Economics, Southern Federal University, Taganrog, Russia

Ali Sajae Mannaa

ali88mannaa@gmail.com

Department of Synergetics and Management Processes named by A.A. Kolesnikov, Southern Federal University, Taganrog, Russia

Alexey I. Kalinichenko

alecsy.k@gmail.com

Southern Federal University, Taganrog, Russia

Svetlana V. Petrenko

lana.stash@gmail.com

Department of Engineering Economics, Southern Federal University, Taganrog, Russia
Language: English
Submitted on: Apr 4, 2024
Published on: Mar 15, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Tatiana A. Makarenya, Ali Sajae Mannaa, Alexey I. Kalinichenko, Svetlana V. Petrenko, published by Macquarie University, Australia
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.