Concepedia

Jiexia Ye

JY

6

Publications

395

Citations

6

H-Index

2020

Active since

Affiliations

Shenzhen Institutes of Advanced Technology(Current)

University of Macau

University of Chinese Academy of Sciences

Chinese Academy of Sciences

Jiexia Ye is an author at Shenzhen Institutes of Advanced Technology specializing in data science, engineering, and forecasting.

Top concepts

EngineeringData ScienceForecastingDeep LearningTransportationComputer ScienceMachine LearningNetwork AnalysisPredictive AnalyticsSpatiotemporal Data Fusion

Publications per year

2020–2022

6

Publications

6

How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey

Jiexia Ye, Juanjuan Zhao, Kejiang Ye et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 264 citations · Full text

Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting

Jiexia Ye, Juanjuan Zhao, Kejiang Ye et al. · 2020 · 47 citations

Transport Network Analysis, Subway System, Engineering +19

Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data

Jiexia Ye, Juanjuan Zhao, Furong Zheng et al. · Neural Computing and Applications · 2022 · 24 citations

Geometric Learning, Spatiotemporal Diagnostics, Machine Learning +6

Metro OD Matrix Prediction Based on Multi-View Passenger Flow Evolution Trend Modeling

Furong Zheng, Juanjuan Zhao, Jiexia Ye et al. · IEEE Transactions on Big Data · 2022 · 24 citations

Transport Network Analysis, Traffic Theory, Engineering +19

GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data

Juanjuan Zhao, Liutao Zhang, Kejiang Ye et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 22 citations

Location Tracking, Engineering, Biometrics +20

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