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Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19 · Study

WorkCountrywide Origin-Destination Matrix Prediction and Its Application for COVID-19

Renhe Jiang2021

Work2021

Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19

Renhe Jiang · Zhaonan Wang · Zekun Cai · Chuang Yang · Zipei Fan · Tianqi Xia +3 more

33 citations·0/0 files stored·Lecture notes in computer science

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Human Mobility and Location-Based Analysis COVID-19 epidemiological studies Traffic Prediction and Management Techniques

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References

2016Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts 2018DeepMove 2019Predicting Human Mobility via Variational Attention 2018Deep ROI-Based Modeling for Urban Human Mobility Prediction

Cited by

2024Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction 2024AGC-ODE: Adaptive Graph Controlled Neural ODE for Human Mobility Prediction 2025Modeling inter-city population flows: a Deep Radiation model with multisource geographic features 2025Estimating intercity human mobility flow from city attributes and intercity relations in physical space and cyberspace via graph attention network

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2024DeepAGS: Deep learning with activity, geography and sequential information in predicting an individual's next trip destinationarticle · 4 shared references 2022Activity Trajectory Generation via Modeling Spatiotemporal Dynamicsother · 3 shared references 2021Self-supervised human mobility learning for next location prediction and trajectory classificationarticle · 3 shared references 2022Predicting Human Mobility via Graph Convolutional Dual-attentive Networksother · 3 shared references 2021A Survey on Deep Learning for Human Mobilityarticle · 3 shared references 2023Predicting Human Mobility via Self-Supervised Disentanglement Learningarticle · 3 shared references

Details

Year2021

Typeother

Published2021-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations33

Files0 public / 0

ShelfHuman Mobility and Location-Based Analysis

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doi10.1007/978-3-030-86514-6_20

openalex_workW3201110633

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