5 citations · 8 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 5 cited
Classification of Stochastic Processes with Topological Data Analysis
İsmail Güzel, Atabey Kaygun
In this study, we examine if engineered topological features can distinguish time series sampled from different stochastic processes with different noise characteristics, in both b…
math.AT2020★ 3 cited
A New Non-archimedean Metric on Persistent Homology
İsmail Güzel, Atabey Kaygun
In this article, we define a new non-archimedean metric structure, called cophenetic metric, on persistent homology classes of all degrees. We then show that zeroth persistent homo…