Litcius/Paper detail

Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values

Zhiyong Cui, Ruimin Ke, Ziyuan Pu, Yinhai Wang

2020Transportation Research Part C Emerging Technologies465 citationsDOI

Topics & Concepts

Computer scienceRecurrent neural networkRobustness (evolution)Missing dataArtificial intelligenceImputation (statistics)Artificial neural networkNetwork architectureMachine learningData miningDeep learningBiochemistryComputer securityGeneChemistryTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management