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Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient

Guancen Lin, Aijing Lin, Danlei Gu

2022Information Sciences256 citationsDOI

Topics & Concepts

Mean absolute percentage errorMean squared errorTraffic flow (computer networking)Term (time)Computer scienceSupport vector machineIntelligent transportation systemData miningTime seriesRegressionStatisticsMathematicsArtificial intelligenceMachine learningTransport engineeringEngineeringQuantum mechanicsPhysicsComputer securityTraffic Prediction and Management TechniquesTransportation Planning and OptimizationTraffic control and management
Using support vector regression and K-nearest neighbors for short-term traffic flow prediction based on maximal information coefficient | Litcius