Bum Chul Kwon

Publications

VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks
VATUN: Visual Analytics for Testing and Understanding Convolutional Neural Networks
Cheonbok Park, Soyoung Yang, Inyoup Na, Sunghyo Chung, Sungbok Shin, Bum Chul Kwon, Deokgun Park, Jaegul Choo
EuroVis-Short (2021)
PDF
Improving Heart Disease Risk Through Quality-Focused Diet Logging: Pre-Post Study of a Diet Quality Tracking App
Bum Chul Kwon, Courtland VanDam, Stephanie E Chiuve, Hyung Wok Choi, Paul Entler, Pang-Ning Tan, Jina Huh-Yoo
JMIR (2020)
PDF
Modeling Disease Progression Trajectories from Longitudinal Observational Data
Modeling Disease Progression Trajectories from Longitudinal Observational Data
Bum Chul Kwon, Peter Achenbach, Jessica L. Dunne, William Hagopian, Markus Lundgren, Kenney Ng, Riitta Veijola, Brigitte I. Frohnert, Vibha Anand, the T1DI Study Group
AMIA (2020)
PDF
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists
Geono-Cluster: Interactive Visual Cluster Analysis for Biologists
Subhajit Das, Bahador Saket, Bum Chul Kwon, Alex Endert
TVCG (2020)
PDF
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
DPVis: Visual Analytics with Hidden Markov Models for Disease Progression Pathways
Bum Chul Kwon, Vibha Anand, Kristen A Severson, Soumya Ghosh, Zhaonan Sun, Brigitte I Frohnert, Markus Lundgren, Kenney Ng
TVCG (2020)
PDF Video
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback
GUIComp: A GUI Design Assistant with Real-Time, Multi-Faceted Feedback
Chunggi Lee, Sanghoon Kim, Dongyun Han, Hongjun Yang, Young-Woo Park, Bum Chul Kwon, Sungahn Ko
CHI (2020)
PDF Video arXiv
Thumbnails for Data Stories: A Survey of Current Practices
Thumbnails for Data Stories: A Survey of Current Practices
Hwiyeon Kim, Juyoung Oh, Yunha Han, Sungahn Ko, Matthew Brehmer, Bum Chul Kwon
VIS (2019)
PDF Video arXiv
SANVis: Visual Analytics for Understanding Self-Attention Networks
SANVis: Visual Analytics for Understanding Self-Attention Networks
Cheonbok Park, Inyoup Na, Yongjang Jo, Sungbok Shin, Jaehyo Yoo, Bum Chul Kwon, Jian Zhao, Hyungjong Noh, Yeonsoo Lee, Jaegul Choo
VIS (2019)
PDF Video
The Correlation between Users' Cognitive Characteristics and Visualization Literacy
The Correlation between Users' Cognitive Characteristics and Visualization Literacy
Sukwon Lee, Bum Chul Kwon, Jiming Yang, Byung Cheol Lee, Sung-Hee Kim
Applied Sciences (2019)
PDF Open Access URL
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
Bum Chul Kwon, Min-Je Choi, Joanne Taery Kim, Edward Choi, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo
TVCG (2019)
PDF Video Talk arXiv Code