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Hyeon Jeon

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

Aug 11, 2023
Hyeon Jeon, Ghulam Jilani Quadri, Hyunwook Lee, Paul Rosen, Danielle Albers Szafir, Jinwook Seo

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ZADU: A Python Library for Evaluating the Reliability of Dimensionality Reduction Embeddings

Aug 11, 2023
Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, Jinwook Seo

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

Aug 11, 2023
Hyeon Jeon, Yun-Hsin Kuo, Michaël Aupetit, Kwan-Liu Ma, Jinwook Seo

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Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures

Sep 20, 2022
Hyeon Jeon, Michael Aupetit, DongHwa Shin, Aeri Cho, Seokhyeon Park, Jinwook Seo

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Uniform Manifold Approximation with Two-phase Optimization

May 01, 2022
Hyeon Jeon, Hyung-Kwon Ko, Soohyun Lee, Jaemin Jo, Jinwook Seo

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Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections

Jan 17, 2022
Hyeon Jeon, Michael Aupetit, Soohyun Lee, Hyung-Kwon Ko, Youngtaek Kim, Jinwook Seo

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Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections

Jul 22, 2021
Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo, Youngtaek Kim, Jinwook Seo

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