Record: YesLevel: GraduateLanguage: ChinesePrerequisiteAlgebraic TopologyAbstractTopological data analysis is a new-born research area that explores topological approaches in data science, where persistent homology has been proved as an effective mathematical tool in data analytics with various successful applications. This course will discuss the mathematical foundations of (higher) topologica...
Description: Research results of the Instructor over the years, including more recent on Foundations of Data Science for Algorithmic (Black-Box) models, i.e. without model assumptions for the data.Topics include: Cluster and Structures detection with the Variance Components Split (VCS) method. Application in the separation of cryptocurrencies from other assets.EDI-graph: A Tool to determine, vi...