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20172025
most citedHypothesis Testing for Shapes using Vectorized Persistence Diagrams

1 citations · 2 across the 5 of their papers we have counts for

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stat.ML2017

Persistent homology machine learning for fingerprint classification

Noah Giansiracusa, Robert Giansiracusa, Chul Moon

The fingerprint classification problem is to sort fingerprints into pre-determined groups, such as arch, loop, and whorl. It was asserted in the literature that minutiae points, wh…

stat.ME2017

Persistence Terrace for Topological Inference of Point Cloud Data

Chul Moon, Noah Giansiracusa, Nicole A. Lazar

Topological data analysis (TDA) is a rapidly developing collection of methods for studying the shape of point cloud and other data types. One popular approach, designed to be robus…