Modeling Trajectories with Recurrent Neural Networks

Hao Wu, Ziyang Chen, Weiwei Sun, +2

Sequence ModellingEngineeringMachine LearningData ScienceDeep Reinforcement Learning +11

DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision

Hanyuan Zhang, Hao Wu, Weiwei Sun, +1

Geometric LearningEngineeringMachine LearningAuxiliary SupervisionActivity-travel Pattern +15

PRESS

Renchu Song, Weiwei Sun, Baihua Zheng, +1

Proceedings of the VLDB Endowment

EngineeringData ScienceTrajectory DataReal Trajectory DatasetComputer Science +5

A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling

Hao Wu, Weiwei Sun, Baihua Zheng

Automotive TrackingTrajectory Outlier DetectionOutlier TrajectoryAnomaly DetectionMachine Learning +12

Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching

Hanyuan Zhang, Xinyu Zhang, Qize Jiang, +4

Artificial IntelligenceGeometric LearningTrajectory Similarity ComputationMachine LearningEngineering +15

Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics

Hao Wu, Jiangyun Mao, Weiwei Sun, +4

Spatio-temporal DynamicsRoute ChoiceData SparsityEngineeringData Science +13

COMPRESS

Yunheng Han, Weiwei Sun, Baihua Zheng

ACM Transactions on Database Systems

Computational ScienceLocation TrackingEngineeringData ScienceSpatiotemporal Database +9

RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer

Yuqi Chen, Hanyuan Zhang, Weiwei Sun, +1

Geometric LearningEngineeringMachine LearningData ScienceSpatiotemporal Database +13

COBWEB

Zhangqing Shan, Hao Wu, Weiwei Sun, +1

CartographyEngineeringData ScienceTraffic PredictionRoute Planning +8

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories

Hao Wu, Hanyuan Zhang, Xinyu Zhang, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningMulti-image Fusion +17