%0 Conference Article %T PROSPECTS FOR THE DEVELOPMENT OF PAPER SHEET BREAKAGE PREDICTION SYSTEMS BASED ON MACHINE LEARNING METHODS %A Matviychuk, B.S. %A Sedykh, D.A. %A Dudnik, S.P. %A Vytovtov, P.D. %K predictive control, paper breakage predicting, paper machine, hybrid models, class imbalance, LSTM, XGBoost, machine learning %J MODELING INFORMATION SYSTEMS AND TECHNOLOGIES – 2026 %D 2026 %P 7 %I FSBE Institution of Higher Education Voronezh State University of Forestry and Technologies named after G.F. Morozov