Market Penetration Model for Autonomous Vehicles on the Basis of Earlier Technology Adoption Experience

Mohammad Lavasani, Xia Jin, Yiman Du

Transportation Research Record Journal of the Transportation Research Board

EconomicsMarket Penetration ModelInnovation AdoptionEngineeringAutonomous Vehicles +11

Rainfall‐integrated traffic speed prediction using deep learning method

Yuhan Jia, Jianping Wu, Moshe Ben‐Akiva, +2

IET Intelligent Transport Systems

Intelligent Traffic ManagementDeep Neural NetworksEngineeringEvent UnderstandingData Science +12

Traffic speed prediction using deep learning method

Yuhan Jia, Jianping Wu, Yiman Du

Intelligent Traffic ManagementDeep Neural NetworksEngineeringMachine LearningData Science +11

Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine

Senyan Yang, Jianping Wu, Yiman Du, +2

Journal of Sensors

EngineeringMachine LearningTraffic FlowRelative ImportanceEnsemble Methods +15

Leveraging longitudinal driving behaviour data with data mining techniques for driving style analysis

Geqi Qi, Yiman Du, Jianping Wu, +1

IET Intelligent Transport Systems

EngineeringIntelligent Forward CollisionBehavior PredictionAdvanced Driver-assistance SystemBehavior Monitoring +20

Recognizing driving styles based on topic models

Geqi Qi, Yang Zhou, Yiman Du, +3

Transportation Research Part D Transport and Environment

EngineeringMachine LearningData ScienceTopic ModelPattern Recognition +6

Urban air quality, meteorology and traffic linkages: Evidence from a sixteen-day particulate matter pollution event in December 2015, Beijing

Dongmei Hu, Jianping Wu, Kun Tian, +3

Journal of Environmental Sciences

Urban ClimateDecember 2015Environmental MonitoringEngineeringAir Pollution Measurement +11

Examination of the Impacts of Telecommuting on the Time Use of Nonmandatory Activities

Hamidreza Asgari, Xia Jin, Yiman Du

Transportation Research Record Journal of the Transportation Research Board

EngineeringActivity-travel PatternTravel BehaviorCommunicationManagement +17

Predicting vehicle fuel consumption patterns using floating vehicle data

Yiman Du, Jianping Wu, Senyan Yang, +1

Journal of Environmental Sciences

EngineeringCommercial Vehicle OperationData ScienceVehicle DataTraffic Prediction +4

Traffic speed prediction using deep learning method

Yuhan Jia, Jianping Wu, Yiman Du

IEEE Conference Proceedings

Intelligent Traffic ManagementDeep Neural NetworksEngineeringMachine LearningData Science +11