The state‐of‐the‐art on tours for dynamic visualization of high‐dimensional data
Stuart Lee, Dianne Cook, Natalia da Silva, Ursula Laa, Nicholas Spyrison, Earo Wang, H. Sherry Zhang
Abstract
Open-access reader
Stuart Lee, Dianne Cook, Natalia da Silva, Ursula Laa, Nicholas Spyrison, Earo Wang, H. Sherry Zhang
Abstract
Open-access reader
Abstract 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. This article is categorized under: Statistical and Graphical Methods of Data Analysis > Analysis of High Dimensional Data Statistical and Graphical Methods of Data Analysis > Statistical Graphics and Visualization Statistical Learning and Exploratory Methods of the Data Sciences > Exploratory Data Analysis
OpenAlex reports 5 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
Abstract 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. This article is categorized under: Statistical and Graphical Methods of Data Analysis > Analysis of High Dimensional Data Statistical and Graphical Methods of Data Analysis > Statistical Graphics and Visualization Statistical Learning and Exploratory Methods of the Data Sciences > Exploratory Data Analysis
Key concepts: Exploratory data analysis, Statistical graphics, Visualization, Computer science, Graphics, Data visualization, Statistical analysis, Data science