BriefGPT.xyz
Jun, 2023
ShaRP:形状规则化的多维投影
ShaRP: Shape-Regularized Multidimensional Projections
HTML
PDF
Alister Machado, Alexandru Telea, Michael Behrisch
TL;DR
该研究提出了一种新型投影技术 ShaRP,它能够帮助用户在高维数据的可视化中更好地掌控投影形状,以满足交互式可视化场景的需求,并且在保证数据质量的同时,也能够很好地应对高维度和大规模数据集。
Abstract
projections
, or
dimensionality reduction
methods, are techniques of choice for the visual exploration of high-dimensional data. Many such techniques exist, each one of them having a distinct visual signature - i.
→