2 citations · 4 across the 5 of their papers we have counts for
5 papers
Exploring the periodicity of flight patterns
Sarah M. Coleman, H. Sherry Zhang, Lydia R. Lucchesi +1
Each year the American Statistical Association (ASA) hosts the Annual Data Challenge Expo, which tasks participants with analyzing a given dataset and presenting their work at the…
Squintability and Other Metrics for Assessing Projection Pursuit Indexes, and Guiding Optimization Choices
H. Sherry Zhang, Dianne Cook, Nicolas Langrené +1
The projection pursuit (PP) guided tour optimizes a criterion function, known as the PP index, to gradually reveal projections of interest from high-dimensional data through animat…
A Tidy Framework and Infrastructure to Systematically Assemble Spatio-temporal Indexes from Multivariate Data
H. Sherry Zhang, Dianne Cook, Ursula Laa +2
Indexes are useful for summarizing multivariate information into single metrics for monitoring, communicating, and decision-making. While most work has focused on defining new inde…
cubble: An R Package for Organizing and Wrangling Multivariate Spatio-temporal Data
H. Sherry Zhang, Dianne Cook, Ursula Laa +2
Multivariate spatio-temporal data refers to multiple measurements taken across space and time. For many analyses, spatial and time components can be separately studied: for example…
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…