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math.AT2019★ 48 cited
Geometric anomaly detection in data
Bernadette J Stolz, Jared Tanner, Heather A Harrington +1
This paper describes the systematic application of local topological methods for detecting interfaces and related anomalies in complicated high-dimensional data. By examining the t…
math.AT2017★ 2 cited
Parallel multi-scale reduction of persistent homology filtrations
Rodrigo Mendoza-Smith, Jared Tanner
The persistent homology pipeline includes the reduction of a, so-called, boundary matrix. We extend the work of Bauer et al. (2014) and Chen et al. (2011) where they show how to us…