Enhanced prediction of several protein structural attributes with machine learning algorithms

• Main Author: Yang, Jianyi
• Other Authors: Chen Xin
• Format: Theses and Dissertations
• Language: English
• Published: 2012
• Subjects: DRNTU::Science::Mathematics::Applied mathematics::Information theory
• Online Access: https://hdl.handle.net/10356/48058
• Institution: Nanyang Technological University

The classical sequence-structure-function paradigm for proteins illustrates that the amino acid sequence of a protein determines its three-dimensional (3D) structure and function. With the great success of genome sequencing projects, the gap between the number of sequence-known proteins and the numb...