%0 Conference Article
%T SYNTHESIS OF BIG DATA AND CORRECTION OF CLASS IMBALANCE TO IMPROVE THE WILDFIRE CLASSIFICATION MODEL
%A Zarevich, A.I.
%A Makarenko, F.V.
%A Poluektov, A.V.
%K forest fire, classification, machine learning, teacher training, dataset, big data, random forest, XGBoost, LightGBM, SMOTE, NearMiss, SMOTE-ENN
%J FORESTRY IN THE CONTEXT OF GLOBAL CHALLENGES: NEW PARADIGMS OF SUSTAINABLE DEVELOPMENT. FORESTRY - 2025
%D 2025
%P 12
%I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov