A Unified Spatio-Temporal Model for Short-Term Traffic Flow Prediction

Peibo Duan, Guoqiang Mao, Weifa Liang, +1

IEEE Transactions on Intelligent Transportation Systems

Traffic TheoryEngineeringMachine LearningData ScienceTraffic Flow +10

Coordinating ride-sourcing and public transport services with a reinforcement learning approach

Siyuan Feng, Peibo Duan, Jintao Ke, +1

Transportation Research Part C Emerging Technologies

Transportation PlanningEngineeringTransportation System ManagementPublic Transportation ManagementBusiness +7

What is the Root Cause of Congestion in Urban Traffic Networks: Road Infrastructure or Signal Control?

Wenwei Yue, Changle Li, Yue Chen, +2

IEEE Transactions on Intelligent Transportation Systems

EngineeringTraffic FlowRoot CauseUrban Traffic NetworksNetwork Analysis +14

STARIMA-based traffic prediction with time-varying lags

Peibo Duan, Guoqiang Mao, Changsheng Zhang, +1

Intelligent Traffic ManagementTraffic TheoryEngineeringTraffic FlowData Science +13

Multi-objective optimization of hydrocyclone by combining mechanistic and data-driven models

Qing Ye, Peibo Duan, Shibo Kuang, +3

Powder Technology

Model OptimizationProcess DesignChemical EngineeringData-driven OptimizationEngineering +7

Decomposition-based sub-problem optimal solution updating direction-guided evolutionary many-objective algorithm

Haitong Zhao, Changsheng Zhang, Bin Zhang, +2

Information Sciences

Artificial IntelligenceEngineeringHybrid Optimization TechniqueEvolutionary AlgorithmsInverse Problems +3

Revolution on Wheels: A Survey on the Positive and Negative Impacts of Connected and Automated Vehicles in Era of Mixed Autonomy

Wenwei Yue, Changle Li, Peibo Duan, +1

IEEE Internet of Things Journal

Estimation of Link Travel Time Distribution With Limited Traffic Detectors

Peibo Duan, Guoqiang Mao, Jun Kang, +1

IEEE Transactions on Intelligent Transportation Systems

Transport Network AnalysisTraffic TheoryLink TtdsEngineeringTraffic Flow +14

Spectral Dual-Channel Encoding for Image Dehazing

Zhanchen Zhu, Daokun Zhang, Zhikang Wang, +2

IEEE Transactions on Circuits and Systems for Video Technology

DeblurringConvolutional Neural NetworkSpectral Dual-channel EncodingImage AnalysisMachine Learning +13

Fast prediction and control of air core in hydrocyclone by machine learning to stabilize operations

Qing Ye, Shibo Kuang, Peibo Duan, +2

Journal of environmental chemical engineering

Artificial IntelligenceModel OptimizationGraph Neural NetworkEngineeringMachine Learning +12