Persistence Curves: A canonical framework for summarizing persistence diagrams
Sign Up to like & getrecommendations! Published in 2022 at "Advances in Computational Mathematics"
DOI: 10.1007/s10444-021-09893-4
Abstract: Persistence diagrams are one of the main tools in the field of Topological Data Analysis (TDA). They contain fruitful information about the shape of data. The use of machine learning algorithms on the space of… read more here.
Keywords: framework; persistence curves; persistence diagrams; curves canonical ... See more keywords
Insight into dynamic genome imaging: Canonical framework identification and high-throughput analysis.
Sign Up to like & getrecommendations! Published in 2017 at "Methods"
DOI: 10.1016/j.ymeth.2017.04.022
Abstract: The human genome is dynamic in structure, complicating researcher's attempts at fully understanding it. Time series "Fluorescent in situ Hybridization" (FISH) imaging has increased our ability to observe genome structure, but due to cell type… read more here.
Keywords: genome imaging; framework; analysis; canonical framework ... See more keywords