Visual Analytics System of Comprehensive Data Quality Improvement for Machine Learning using Data- and Process-driven Strategies. - Hyein Hong; Sangbong Yoo; Yejin Jin; Chanyoung Yoon; Soobin Yim; Seokhwan Choi; Yun Jang (IEEE Big Data, 2022)

How Can We Improve Data Quality for Machine Learning? A Visual Analytics System using Data and Process-driven Strategies. - Hyein Hong; Sangbong Yoo; Yejin Jin; Yun Jang (PacificVis, 2023)

d-DQIVAR: Data-centric Visual Analytics and Reasoning for Data Quality Improvement. - Hyein Hong; Sangbong Yoo; SeokHwan Choi; Jisue Kim; Seongbum Seo; Haneol Cho; Chansoo Kim; Yun Jang (CoRR, 2025)

Data Transformation Strategies to Remove Heterogeneity. - Sangbong Yoo; Jaeyoung Lee; Chanyoung Yoon; Geonyeong Son; Hyein Hong; Seongbum Seo; Soobin Yim; Chanyoung Jung; Jungsoo Park; Misuk Kim; Yun Jang (CoRR, 2025)