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
Discrepancies in Mental Workload Estimation: Self-Reported versus EEG-Based Measures in Data Visualization Evaluation
Soobin Yim, Sangbong Yoo, Chanyoung Yoon +4
Accurate assessment of mental workload (MW) is crucial for understanding cognitive processes during visualization tasks. While EEG-based measures are emerging as promising alternat…