TY CONF TI DESIGN METHODIC OF AN INTELLIGENT ACCIDENT FORECASTING SYSTEM BASED ON GRADIENT BOOSTING ALGORITHMS KW machine learning KW road traffic accidents KW gradient boosting KW XGBoost KW systems analysis KW accident forecasting JO MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 AU Gidulyan, A.V. AU Saharov, S.L. PY 2026 PB FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov