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cs.CG2026
Denoising data reduction algorithm for Topological Data Analysis
Seonmi Choi, Semin Oh, Jeong Rye Park +1
Persistent homology is a central tool in topological data analysis, but its application to large and noisy datasets is often limited by computational cost and the presence of spuri…
cs.CG2023★ 1 cited
Effective data reduction algorithm for topological data analysis
Seonmi Choi, Jinseok Oh, Jeong Rye Park +2
One of the most interesting tools that have recently entered the data science toolbox is topological data analysis (TDA). With the explosion of available data sizes and dimensions,…