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Information × Registration Number 2118U006272, Article popup.category Матеріали конференцій Title Combined Models for Forecasting the Air Pollution Level in Infocommunication Systems for the Environment (AI translated) popup.author Kuchansky AlexanderBiloshchytskyi AndriiAndrashko YuriiVatskel VladimirBiloshchytska SvitlanaDanchenko OlenaДанченко Олена БорисівнаKuchansky AlexanderBiloshchytskyi AndriiAndrashko YuriiVatskel VladimirBiloshchytska SvitlanaDanchenko OlenaDanchenko Olena Borysivna popup.publication 20-09-2018 popup.source_user Черкаський державний технологічний університет popup.source https://er.chdtu.edu.ua/handle/ChSTU/2811 popup.publisher Proceedings of the 2018 IEEE 4th International Symposium on Wireless Systems within the International Conferences on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS-SWS 2018, Lviv, 20 -21 September 2018 Description The combined models of selective and hybrid types with indexation of time series for forecasting the level of air pollution in infocommunication systems for monitoring the state of the environment are developed. Indexing in these models takes place on the basis of the nearest neighbor's method with selected metric distances. Described models allow to achieve a higher precision of short-term and medium-term forecasting compared to the models included in the base set of these combined models. Models and appropriate methods can be used in the development of info communication systems for monitoring the state of the environment and hardware-software complexes of general environmental monitoring popup.nrat_date 2026-04-21 Close