TY  CONF
TI  SYNTHESIS OF BIG DATA AND CORRECTION OF CLASS IMBALANCE TO IMPROVE THE WILDFIRE CLASSIFICATION MODEL
KW  forest fire
KW  classification
KW  machine learning
KW  teacher training
KW  dataset
KW  big data
KW  random forest
KW  XGBoost
KW  LightGBM
KW  SMOTE
KW  NearMiss
KW  SMOTE-ENN
JO  FORESTRY IN THE CONTEXT OF GLOBAL CHALLENGES: NEW PARADIGMS OF SUSTAINABLE DEVELOPMENT. FORESTRY - 2025
AU  Zarevich, A.I.
AU  Makarenko, F.V.
AU  Poluektov, A.V.
PY  2025
PB  FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov