Distortion-Aware Brushing for Interactive Cluster Analysis in
Multidimensional Projections

Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections

17 January 2022

Michaël Aupetit

Jinwook Seo

Papers citing "Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections"

7 / 7 papers shown

Title
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic Brian Montambault G. Appleby Jen Rogers C. Brumar Mingwei Li Remco Chang 38 2 0 10 Apr 2024
CLAMS: A Cluster Ambiguity Measure for Estimating Perceptual Variability in Visual Clustering Hyeon Jeon Ghulam Jilani Quadri Hyunwoo Lee Paul Rosen D. Szafir Jinwook Seo 16 13 0 01 Aug 2023
ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings Hyeon Jeon Aeri Cho Jinhwa Jang S. Lee Jake Hyun Hyung-Kwon Ko Jaemin Jo Jinwook Seo 19 10 0 01 Aug 2023
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction Hyeon Jeon Yun-Hsin Kuo Michaël Aupetit Kwan-Liu Ma Jinwook Seo 35 6 0 01 Aug 2023
Uniform Manifold Approximation with Two-phase Optimization Hyeon Jeon Hyung-Kwon Ko S. Lee Jaemin Jo Jinwook Seo 35 13 0 01 May 2022
Revisiting Dimensionality Reduction Techniques for Visual Cluster Analysis: An Empirical Study Jiazhi Xia Yuchen Zhang Jie Song Yang Chen Yunhai Wang Shixia Liu 29 46 0 06 Oct 2021
Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections Hyeon Jeon Hyung-Kwon Ko Jaemin Jo Youngtaek Kim Jinwook Seo 49 17 0 16 Jul 2021