Coupled application of generative adversarial networks and conventional neural networks for travel mode detection using GPS data
Linchao Li, Jiasong Zhu, Hailong Zhang, Huachun Tan, Bowen Du, Bin Ran
Topics & Concepts
Computer scienceSample (material)Convolutional neural networkTrajectoryGlobal Positioning SystemDeep learningMode (computer interface)Key (lock)Artificial intelligenceData-drivenMachine learningArtificial neural networkGenerative adversarial networkData miningTraffic congestionEngineeringTransport engineeringTelecommunicationsComputer securityOperating systemPhysicsChemistryChromatographyAstronomyTraffic Prediction and Management TechniquesHuman Mobility and Location-Based AnalysisTransportation Planning and Optimization