3d transition graph

Interactive Visual Clustering of High Dimensional Data by Exploring Low-Dimensional Subspaces

The structure of a set of high dimensional data objects (e.g. images, documents, molecules, genetic expressions, etc.) is notoriously difficult to visualize. In contrast, lower dimensional structures (esp. 3 or fewer dimensions) are natural to us and …

Graphs as navigational infrastructure for high dimensional data spaces

We propose using graph theoretic results to develop an infrastructure that tracks movement from a display of one set of variables to another. The illustrative example throughout is the real-time morphing of one scatterplot into another. Hurley and …