Towards More Explainable Nonlinear Dimensionality Reduction A Feature-Driven Interaction Approach

von Cho, Aeri
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2025)

Distortion-aware Brushing for Reliable Cluster Analysis in Multidimensional Projections

von Jeon, Hyeon
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2025)

PhenoFlow A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets

von Kim, Jaeyoung
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2025)

Measuring the Validity of Clustering Validation Datasets

von Jeon, Hyeon
Veröffentlicht in: IEEE transactions on pattern analysis and machine intelligence (2025)

UMATO Bridging Local and Global Structures for Reliable Visual Analytics with Dimensionality Reduction

von Jeon, Hyeon
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2025)

A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains

von Cashman, Dylan
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2025)

MoNetExplorer A Visual Analytics System for Analyzing Dynamic Networks With Temporal Network Motifs

von Jung, Seokweon
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2024)

Classes are not Clusters Improving Label-based Evaluation of Dimensionality Reduction

von Jeon, Hyeon
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2023)

CLAMS A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering

von Jeon, Hyeon
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2023)

Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections

von Jeon, Hyeon
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2022)

Githru Visual Analytics for Understanding Software Development History Through Git Metadata Analysis

von Kim, Youngtaek
Veröffentlicht in: IEEE transactions on visualization and computer graphics (2021)