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Predicted speed values by LSTM vs actual speed values for the test data of the first TMC

Predicted speed values by LSTM vs actual speed values for the test data of the first TMC

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Traffic networks are one of the most critical infrastructures for any community. The increasing integration of smart and connected sensors in traffic networks provides researchers with unique opportunities to study the dynamics of this critical community infrastructure. Our focus in this paper is on the failure dynamics of traffic networks. We are...