Topological analysis of protein structures with statistical learning

The study of Protein structure-function relationship has been of key focus in computational biology. A novel method of protein data analysis involves the use of Persistent Homology Analysis (PHA) as a tool for protein classification. The main method of feature engineering from intervals generated is...

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Bibliographic Details
Main Author: Lee, Si Xian
Other Authors: PUN Chi Seng
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/146104