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A Review of the State-of-the-Art on Tours for Dynamic Visualization of High-dimensional Data
arXiv - CS - Graphics Pub Date : 2021-04-16 , DOI: arxiv-2104.08016 Stuart Lee, Dianne Cook, Natalia Da Silva, Ursula Laa, Earo Wang, Nick Spyrison, H. Sherry Zhang
arXiv - CS - Graphics Pub Date : 2021-04-16 , DOI: arxiv-2104.08016 Stuart Lee, Dianne Cook, Natalia Da Silva, Ursula Laa, Earo Wang, Nick Spyrison, H. Sherry Zhang
This article discusses a high-dimensional visualization technique called the
tour, which can be used to view data in more than three dimensions. We review
the theory and history behind the technique, as well as modern software
developments and applications of the tour that are being found across the
sciences and machine learning.
中文翻译:
高维数据动态可视化研究的最新进展
本文讨论了一种称为环游的高维可视化技术,该技术可用于查看三个以上维度的数据。我们回顾了该技术背后的理论和历史,以及在科学和机器学习中发现的现代软件开发和该巡回赛的应用。
更新日期:2021-04-19
中文翻译:
高维数据动态可视化研究的最新进展
本文讨论了一种称为环游的高维可视化技术,该技术可用于查看三个以上维度的数据。我们回顾了该技术背后的理论和历史,以及在科学和机器学习中发现的现代软件开发和该巡回赛的应用。