%0 Journal Article %T METHODOLOGY FOR BUILDING A NEURAL NETWORK TO PREDICT FALSE ALARMS FROM SMOKE DETECTORS IN A FIRE ALARM SYSTEM %A Rahmatullina, E.F. %A Khafizov, I.F. %A Pavlova, Z.K. %K fire alarm, smoke detector, false alarms, prediction, time series, LSTM, Python, machine learning, reliability, diagnostics %J Problems of risk management in the technosphere %D 2026 %N 2026 %P 8 %I Saint-Petersburg University of State Fire Service of Emercom of Russia