A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges

David Alexander Tedjopurnomo, Zhifeng Bao, Baihua Zheng, +2

IEEE Transactions on Knowledge and Data Engineering

Traffic MonitoringIntelligent Traffic ManagementDeep Neural NetworksEngineeringMachine Learning +13

Effective XML Keyword Search with Relevance Oriented Ranking

Zhifeng Bao, Tok Wang Ling, Bo Chen, +1

Proceedings - International Conference on Data Engineering

EngineeringSemantic WebCorpus LinguisticsText MiningNatural Language Processing +14

DITA

Zeyuan Shang, Guoliang Li, Zhifeng Bao

Cluster ComputingEngineeringData ScienceSingle MachineCloud Computing +13

Online Anomalous Trajectory Detection with Deep Generative Sequence Modeling

Yiding Liu, Kaiqi Zhao, Gao Cong, +1

Machine VisionMachine LearningData ScienceAnomaly DetectionPattern Recognition +12

Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter

Haitao Yuan, Guoliang Li, Zhifeng Bao, +1

Transport Network AnalysisEngineeringMachine LearningNetwork AnalysisTravel Time +17

Crowdsourced POI labelling: Location-aware result inference and Task Assignment

Huiqi Hu, Yudian Zheng, Zhifeng Bao, +3

Artificial IntelligenceData AnnotationEngineeringAka Poi LabellingRaw Labels +17

Fast large-scale trajectory clustering

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, +2

Proceedings of the VLDB Endowment

Cluster ComputingTransport Network AnalysisEngineeringNetwork AnalysisSpatiotemporal Database +17

DDE

Liang Xu, Tok Wang Ling, Huayu Wu, +1

Xml LibraryLabeling SchemeInformation RetrievalData ScienceDynamic Dewey +11

Torch

Sheng Wang, Zhifeng Bao, J. Shane Culpepper, +3

Intelligent Traffic ManagementEngineeringInformation RetrievalData ScienceData Mining +10

Trajectory-driven Influential Billboard Placement

Ping Zhang, Zhifeng Bao, Yuchen Li, +3

Mathematical ProgrammingCluster ComputingEngineeringTargeted AdvertisingComputational Complexity +20