Namwoo Kim

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Top Venues

Eng. Appl. Artif. Intell.

LocalRec@SIGSPATIAL

Publications

Yuyol Shin, Namwoo Kim, Hyeyeong Lee, Soh Young In, Mark Hansen, Yoonjin Yoon
Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks. Eng. Appl. Artif. Intell. 132 (2024)
Hyeyeong Lee, Namwoo Kim, Seyun Kim, Yoonjin Yoon
Detecting socioeconomic changes of Chicago regions between 2013 and 2020 using urban region representation learning. ANT/EDI40 (2023)
Yuyol Shin, Gwanghwan Seong, Namwoo Kim, Seyun Kim, Yoonjin Yoon
Understanding Urban Economic Status through GNN-based Urban Representation Learning Using Mobility Data. UrbanAI@SIGSPATIAL (2023)
Namwoo Kim, Hyeyeong Lee, Yoonjin Yoon
A Heterogeneous Attention Network Model for Longitudinal Analysis of Socioeconomic and Racial Inequalities in Urban Regions: Evidence from Chicago, IL. SIGSPATIAL/GIS (2023)
Gwanghwan Seong, Namwoo Kim, Seyun Kim, Yoonjin Yoon
Multi-modal Based Region Representation Learning Considering Mobility Data in Seoul. ANT/EDI40 (2023)
Namwoo Kim, Yoonjin Yoon
Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT). CoRR (2022)
Namwoo Kim, Yoonjin Yoon
Regionalization for urban air mobility application with analyses of 3D urban space and geodemography in San Francisco and New York. ANT/EDI40 (2021)
Namwoo Kim, Yoonjin Yoon
Representation learning of urban regions via mobility-signature-based zone embedding: a case study of Seoul, South Korea. LocalRec@SIGSPATIAL (2021)
Jungwoo Cho, Yu Yol Shin, Seyun Kim, Namwoo Kim, Soohwan Oh, Haechan Cho, Yoonjin Yoon
Running the COVID-19 marathon: the behavioral adaptations in mobility and facemask over 27 weeks of pandemic in Seoul, South Korea. CoRR (2020)
Jungwoo Cho, Soohwan Oh, Seyun Kim, Namwoo Kim, Yu Yol Shin, Haechan Cho, Yoonjin Yoon
COVID-19 Mobility Data Collection of Seoul, South Korea. CoRR (2020)