4 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.GR2021★ 1 cited
A Review of the State-of-the-Art on Tours for Dynamic Visualization of High-dimensional Data
Stuart Lee, Dianne Cook, Natalia da Silva +4
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 be…
stat.OT2020★ 4 cited
Casting Multiple Shadows: High-Dimensional Interactive Data Visualisation with Tours and Embeddings
Stuart Lee, Ursula Laa, Dianne Cook
Non-linear dimensionality reduction (NLDR) methods such as t-distributed stochastic neighbour embedding (t-SNE) are ubiquitous in the natural sciences, however, the appropriate use…
stat.CO2020
Burning sage: Reversing the curse of dimensionality in the visualization of high-dimensional data
Ursula Laa, Dianne Cook, Stuart Lee
In high-dimensional data analysis the curse of dimensionality reasons that points tend to be far away from the center of the distribution and on the edge of high-dimensional space.…