Can topology predict a financial crisis?

• Main Author: Dang, Thi Mai Vy
• Other Authors: Fedor Duzhin
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Science::Mathematics
• Online Access: http://hdl.handle.net/10356/77159
• Institution: Nanyang Technological University

Topological Data Analysis (TDA) is an emerging field of Applied Mathematics which combines the work of topology and computational geometry to extract insights from high-dimensional data sets. High-dimensional data sets are usually noisy and incomplete, which makes handling them generally challenging...