Publications

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