Browsing by Author "Yakovlev, S."
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Comparative study of linear regression and sir models of covid-19 propagation in Ukraine before vaccination
Mohammadi, A.; Meniailov, I.; Bazilevych, K.; Yakovlev, S.; Chumachenko, D. (ХАІ, 2021)The study aims to develop machine learning and compartment models of COVID-19 epidemic process and to investigate experimental results of simulation. The object of research is COVID-19 epidemic process and its dynamics in ... -
Ensemble machine learning approaches for fake news classification
Padalko, H.; Chomko, V.; Yakovlev, S.; Chumachenko, D. (ХАІ, 2023)This study develops an ensemble machine learning model for fake news classification. The research is targeted at spreading fake news. The research subjects are machine learning methods for misinformation classification.