Mapper and Topological Visualization
Reeb-graph-style summaries for high-dimensional data.
Mapper and Topological Visualization. Reeb-graph-style summaries for high-dimensional data.
Supporting and adjacent work
A number of supporting contributions sharpen specific aspects of mapper and topological visualization or connect it to neighbouring problems. Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition (Singh et al., 2007) contributes to this area as one of the supporting references that inform current practice.
Open methodological questions for mapper and topological visualization include sharpening the bridges between foundational theory and computational practice, extending classical results to broader or more structured settings, and integrating the techniques surveyed above with adjacent mathematical disciplines. The references listed in this page are the entry points that current work builds on.
Prerequisites
Sources
- paper · historical · 2007singh-gurjeet-2007, memoli-2007, carlsson-2007
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