Intelligent Disulfide Connectivity Discovery

The book "Intelligent Disulfide Connectivity Discovery" offers a comprehensive analysis of disulfide bonds in protein structures, which are crucial for the function and stability of proteins. It aims to develop an intelligent system that can predict disulfide connectivity solely based on the primary protein sequence. In five consecutive chapters, the issue of predicting disulfide bonds is addressed, the current state of research is thoroughly reviewed, and two different machine learning approaches are presented: Neural Networks and Support Vector Machines. The book serves as a step-by-step guide for researchers looking to develop intelligent systems for discovering disulfide connectivity patterns in protein chains. Additionally, it provides valuable insights for those dealing with the complex issue of predicting the 3D structure of proteins.