A0567
Title: A flexible distribution-guided tool in topology data analysis
Authors: Shufei Ge - ShanghaiTech University (China) [presenting]
Abstract: A distribution-guided tool is developed that utilizes the property of the probability model and data intrinsic characteristics to achieve topology data analysis. In addition, a metric is introduced to evaluate the performance of similar tools in both non-topological and topological aspects. The numerical experiments showed that the method outperformed the traditional approach in various scenarios.
