Namwoo Kim

Orcid: 0000-0002-4829-0057

According to our database1, Namwoo Kim authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks.
Eng. Appl. Artif. Intell., 2024

2023
Understanding Urban Economic Status through GNN-based Urban Representation Learning Using Mobility Data.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Advances in Urban-AI, 2023

A Heterogeneous Attention Network Model for Longitudinal Analysis of Socioeconomic and Racial Inequalities in Urban Regions: Evidence from Chicago, IL.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Multi-modal Based Region Representation Learning Considering Mobility Data in Seoul.
Proceedings of the 14th International Conference on Ambient Systems, 2023

Detecting socioeconomic changes of Chicago regions between 2013 and 2020 using urban region representation learning.
Proceedings of the 14th International Conference on Ambient Systems, 2023

2022
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT).
CoRR, 2022

2021
Representation learning of urban regions via mobility-signature-based zone embedding: a case study of Seoul, South Korea.
Proceedings of the LocalRec '21: Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2021

Regionalization for urban air mobility application with analyses of 3D urban space and geodemography in San Francisco and New York.
Proceedings of the 12th International Conference on Ambient Systems, 2021

2020
Running the COVID-19 marathon: the behavioral adaptations in mobility and facemask over 27 weeks of pandemic in Seoul, South Korea.
CoRR, 2020

COVID-19 Mobility Data Collection of Seoul, South Korea.
CoRR, 2020


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