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Author

Igor Gavrilov

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Open access Aug 2026

Hybrid SARIMA-recurrent neural network approach for road accident forecasting

This study investigates the forecasting of daily road traffic accidents using time series models, through a controlled comparative evaluation of baseline SARIMA and Hybrid SARIMA-LTSM frameworks. We employ a Seasonal Autoregressive Integrated Moving Average (SARIMA) model to capture linear and seasonal patterns in acci...

Igor Gavrilov, Pavel Hrubeš, E. Pelikán · 0 citations

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