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Ahmed Darrat

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#graph neural networks Open access Oct 2026

Harnessing floating car data, traffic camera observations, and network flow analysis for traffic volume estimation

Cities increasingly rely on vehicle trajectory data to monitor traffic conditions; however, such data offer only a partial and spatially heterogeneous view of network dynamics and exhibit systematic biases across corridors and time periods. In contrast, surveillance cameras can provide high-fidelity traffic information...

Antonina Kosikova, Mehmet Kerem Türkcan, Ahmed Darrat et al. · 0 citations

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