172 citations · 228 across the 24 of their papers we have counts for
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cs.CG2016
Stratifying High Dimensional Data Based on Proximity to the Convex Hull Boundary
Lori Ziegelmeier, Michael Kirby, Chris Peterson
The convex hull of a set of points, , serves to expose extremal properties of and can help identify elements in of high interest. For many problems, particularly in the…
cs.CG2015★ 172 cited
Persistence Images: A Stable Vector Representation of Persistent Homology
Henry Adams, Sofya Chepushtanova, Tegan Emerson +7
Many datasets can be viewed as a noisy sampling of an underlying space, and tools from topological data analysis can characterize this structure for the purpose of knowledge discov…