2 papers
cs.LG2025
Data Transformation Strategies to Remove Heterogeneity
Sangbong Yoo, Jaeyoung Lee, Chanyoung Yoon +8
Data heterogeneity is a prevalent issue, stemming from various conflicting factors, making its utilization complex. This uncertainty, particularly resulting from disparities in dat…
cs.HC2025
d-DQIVAR: Data-centric Visual Analytics and Reasoning for Data Quality Improvement
Hyein Hong, Sangbong Yoo, SeokHwan Choi +5
Approaches to enhancing data quality (DQ) are classified into two main categories: data- and process-driven. However, prior research has predominantly utilized batch data preproces…