New Approaches of Protein Function Prediction from Protein Interaction Networks
  • Release Date : 13 January 2017
  • Publisher : Academic Press
  • Genre : Mathematics
  • Pages : 124 pages
  • ISBN 13 : 9780128099445
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Download or read book entitled New Approaches of Protein Function Prediction from Protein Interaction Networks by author: Jingyu Hou which was release on 13 January 2017 and published by Academic Press with total page 124 pages . This book available in PDF, EPUB and Kindle Format. New Approaches of Protein Function Prediction from Protein Interaction Networks contains the critical aspects of PPI network based protein function prediction, including semantically assessing the reliability of PPI data, measuring the functional similarity between proteins, dynamically selecting prediction domains, predicting functions, and establishing corresponding prediction frameworks. Functional annotation of proteins is vital to biological and clinical research and other applications due to the important roles proteins play in various biological processes. Although the functions of some proteins have been annotated via biological experiments, there are still many proteins whose functions are yet to be annotated due to the limitations of existing methods and the high cost of experiments. To overcome experimental limitations, this book helps users understand the computational approaches that have been rapidly developed for protein function prediction. Provides innovative approaches and new developments targeting key issues in protein function prediction Presents heuristic ideas for further research in this challenging area