Missing Data Imputation Through SGTM Neural-Like Structure for Environmental Monitoring Tasks

Author:

Mishchuk OleksandraORCID,Tkachenko RomanORCID,Izonin IvanORCID

Publisher

Springer International Publishing

Reference26 articles.

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2. Shakovska, N., Shamuratov, O.: The structure of information systems for environmental monitoring. In: XIth International Scientific and Technical Conference “Computer Science and Information Technologies”, Lviv, Ukraine, 6–10 September, pp. 102–107 (2016)

3. Zagnieva, I., Timonina, E.: Comparison of efficiency of missing data imputation algorithms, depending on the analysis method used. Public Opin. Monit. 1(119), 41–55 (2014). (in Russian)

4. Skrynyk, O.: Recovery missing data in time series of meteorological parameters. Sci. Work. Ukr. Res. Hydro Meteorol. Inst. 260, 46–53 (2011). (in Ukrainian)

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