Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: International Scientific Workshop on Modeling, Information Processing and Computing, MIP: Computing-V 2022
Год издания: 2022
Ключевые слова: artificial neural networks, mathematical models, neural networks, software systems
Аннотация: The growth in the amount of information, as well as the expansion of the range of technically complex decision-making problems, require the systematization of existing methods and the development of new methods and algorithms for solving. Artificial neural networks offer promising prospects for development, and software has a huge advantage from their use. In addition, each realizable problem has an unlimited and non-standard̆ set of solution methods. In this paper, we consider the possibility of using a neural network to solve the problem of optimizing data analysis to manage the needs of clients of a fitness club. The main objectives of the research are: an overview of the subject area; identification of deficiencies and setting automation tasks; performing a comparative analysis of existing information systems and performing a comparative analysis of existing software. © 2022 Copyright for this paper by its authors.
Издание
Журнал: CEUR Workshop Proceedings
Выпуск журнала: Vol. 3091
Номера страниц: 18-25
ISSN журнала: 16130073
Издатель: CEUR-WS
Персоны
- Kurashkin S.O. (Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarskiy rabochiy pr., Krasnoyarsk, 660037, Russian Federation)
- Bukhtoyarov V.V. (Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarskiy rabochiy pr., Krasnoyarsk, 660037, Russian Federation, Siberian Federal University, 79, Svobodny pr., Krasnoyarsk, 660041, Russian Federation)
- Bocharov A.N. (Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarskiy rabochiy pr., Krasnoyarsk, 660037, Russian Federation, Siberian Federal University, 79, Svobodny pr., Krasnoyarsk, 660041, Russian Federation)
- Lavrishchev A.V. (Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarskiy rabochiy pr., Krasnoyarsk, 660037, Russian Federation)
- Seregin Y.N. (Reshetnev Siberian State University of Science and Technology, 31, Krasnoyarskiy rabochiy pr., Krasnoyarsk, 660037, Russian Federation)
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