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A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction

Dawen Xia, Maoting Zhang, Xiaobo Yan, Yu Bai, Yongling Zheng, Yantao Li, Huaqing Li

2020Neural Computing and Applications77 citationsDOI

Topics & Concepts

Computer scienceScalabilityAutoregressive integrated moving averageBig dataTraffic flow (computer networking)Intelligent transportation systemSupport vector machineArtificial intelligenceData miningMachine learningTime seriesDatabaseComputer networkEngineeringCivil engineeringTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction | Litcius