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Real-time spatiotemporal prediction and imputation of traffic status based on LSTM and Graph Laplacian regularized matrix factorization

Jinming Yang, Zhong‐Ren Peng, Lei Lin

2021Transportation Research Part C Emerging Technologies86 citationsDOI

Topics & Concepts

Computer scienceMissing dataMatrix decompositionImputation (statistics)Data miningLaplacian matrixTemporal databaseTime seriesArtificial intelligenceGraphMatrix completionMachine learningPattern recognition (psychology)AlgorithmTheoretical computer scienceGaussianEigenvalues and eigenvectorsQuantum mechanicsPhysicsTraffic Prediction and Management TechniquesHuman Mobility and Location-Based AnalysisTransportation Planning and Optimization
Real-time spatiotemporal prediction and imputation of traffic status based on LSTM and Graph Laplacian regularized matrix factorization | Litcius