Topological analysis of protein structures with statistical learning

• 主要作者: Lee, Si Xian
• 其他作者: PUN Chi Seng
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2021
• 主題: Science::Biological sciences::Molecular biology; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• 在線閱讀: https://hdl.handle.net/10356/146104
• 機構: Nanyang Technological University

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...