%0 Conference Article %T DESIGN METHODIC OF AN INTELLIGENT ACCIDENT FORECASTING SYSTEM BASED ON GRADIENT BOOSTING ALGORITHMS %A Gidulyan, A.V. %A Saharov, S.L. %K machine learning, road traffic accidents, gradient boosting, XGBoost, systems analysis, accident forecasting %J MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 %D 2026 %P 6 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov