Models for researching prospects for the development of the aviation industry
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Date
2024
Authors
Advisor
Journal Title
Journal ISSN
Volume Title
Publisher
КПІ ім. Ігоря Сікорського
Abstract
Abstract: Considered the problem of prospects for the development of the aviation industry in the world. It is proposed to use machine learning models and technologies for clustering countries by the number of air flights and forecasting the production of aircraft in the future. Several different quality measures were used to evaluate the effectiveness of the proposed models, which reflect the needs of each task in various ways.
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Keywords
machine learning, prediction of time sequences, regression problem, clustering problem\
Citation
Tarasonok, D. Models for researching prospects for the development of the aviation industry / Tarasonok D., Likhouzova T. // Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник. – 2024. – № 1 (44). – С. 3-15. – Бібліогр.: 17 назв.