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A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories

IEEE transactions on knowledge and data engineering, 2022-01, Vol.34 (1), p.15-28

2022

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Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation

World wide web (Bussum), 2020, Vol.23 (1), p.47-73

2020

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A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing

IEEE transactions on knowledge and data engineering, 2023-06, Vol.35 (6), p.5577-5596

2023

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RUTOD: real-time urban traffic outlier detection on streaming trajectory

Neural computing & applications, 2023-02, Vol.35 (5), p.3625-3637

2023

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PopGR: Popularity reweighting for debiasing in group recommendation

World wide web (Bussum), 2024-07, Vol.27 (4), p.34, Article 34

2024

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HPS: A novel heuristic hierarchical pruning strategy for dynamic top-k trajectory similarity query

Information processing & management, 2024-11, Vol.61 (6), p.103828, Article 103828

2024

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GroupMO: a memory-augmented meta-optimized model for group recommendation

World wide web (Bussum), 2024-05, Vol.27 (3), p.27, Article 27

2024

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GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation

World wide web (Bussum), 2023-09, Vol.26 (5), p.2291-2310

2023

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MoviNet: A novel network for cross-modal map extraction by vision transformer and CNN

Knowledge-based systems, 2023-10, Vol.278, p.110890, Article 110890

2023

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Garden: a real-time processing framework for continuous top-k trajectory similarity search

Knowledge and information systems, 2023-09, Vol.65 (9), p.3777-3805

2023

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Cost-effective and adaptive clustering algorithm for stream processing on cloud system

GeoInformatica, 2023-01, Vol.27 (1), p.1-21

2023

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Integrating workload balancing and fault tolerance in distributed stream processing system

World wide web (Bussum), 2019-11, Vol.22 (6), p.2471-2496

2019

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A Survey on Map-Matching Algorithms

Databases Theory and Applications, p.121-133

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Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network

Web Information Systems Engineering – WISE 2022, p.274-289

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Efficient Trajectory Contact Query Processing

Database Systems for Advanced Applications, p.658-666

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Dynamic Hub Labeling for Road Networks

2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021, p.336-347

2021

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LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching

2023 IEEE 39th International Conference on Data Engineering (ICDE), 2023, p.2429-2442

2023

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An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update

Database Systems for Advanced Applications, p.305-309

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Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling

2021 IEEE 37th International Conference on Data Engineering (ICDE), 2021, p.1763-1774

2021

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JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction

Database Systems for Advanced Applications, p.191-206

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Path Query Processing Using Typical Snapshots in Dynamic Road Networks

Database Systems for Advanced Applications, p.255-271

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SAME: Sampling Attack in Multiplex Network Embedding

Advanced Data Mining and Applications, p.337-351

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Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data

Web Engineering, p.219-234

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PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching

Web and Big Data, 2024, Vol.14333, p.127-144

2024

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Disatra: A Real-Time Distributed Abstract Trajectory Clustering

Web Information Systems Engineering – WISE 2021, p.619-635

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A Survey and Quantitative Study on Map Inference Algorithms From GPS Trajectories

Trajectories know where map is wrong: an iterative framework for map-trajectory co-optimisation

A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing

RUTOD: real-time urban traffic outlier detection on streaming trajectory

PopGR: Popularity reweighting for debiasing in group recommendation

HPS: A novel heuristic hierarchical pruning strategy for dynamic top-k trajectory similarity query

GroupMO: a memory-augmented meta-optimized model for group recommendation

GC-TripRec: Graph contextualized generative network with adversarial learning for trip recommendation

MoviNet: A novel network for cross-modal map extraction by vision transformer and CNN

Garden: a real-time processing framework for continuous top-k trajectory similarity search

Cost-effective and adaptive clustering algorithm for stream processing on cloud system

Integrating workload balancing and fault tolerance in distributed stream processing system

A Survey on Map-Matching Algorithms

Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network

Efficient Trajectory Contact Query Processing

Dynamic Hub Labeling for Road Networks

LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching

An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update

Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling

JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction

Path Query Processing Using Typical Snapshots in Dynamic Road Networks

SAME: Sampling Attack in Multiplex Network Embedding

Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data

PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching

Disatra: A Real-Time Distributed Abstract Trajectory Clustering

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