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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

V. Fialkin

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Open access Sep 2026

SIMULATION AND SAFETY ASSESSMENT OF MIXED TRAFFIC FLOW WITH HIGHLY AUTOMATED VEHICLES IN PORT AREAS

The growing use of automated vehicles in port logistics demands reliable methods for assessing traffic safety in mixed environments where automated and human-driven vehicles interact. This study evaluates the safety performance of mixed traffic flows involving automated guided vehicles operating within a port terminal...

V. Fialkin · 0 citations
Open access Jul 2026

Integrating Bayesian Inference with BP-Transformer for Accurate Traffic Flow Prediction

A novel hybrid deep learning model that combines Bayesian inference with backpropagation and a Transformer architecture, improving prediction accuracy while maintaining the model's generalization ability is proposed.

A. Feofilova, V. Fialkin, Jixiao Jiang · 0 citations

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