A variational autoencoder solution for road traffic forecasting systems: Missing data imputation, dimension reduction, model selection and anomaly detection
Guillem Boquet, Antoni Morell, Javier Serrano, José López Vicario
Topics & Concepts
AutoencoderComputer scienceAnomaly detectionData miningImputation (statistics)Dimensionality reductionMissing dataDimension (graph theory)Latent variableMachine learningArtificial intelligenceArtificial neural networkMathematicsPure mathematicsTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTime Series Analysis and Forecasting