Summarizing Biological Networks

• Main Authors: Bhowmick, Sourav S. (Author), Seah, Boon-Siew (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Computational Biology, 24
• Subjects: Computer science.; Data mining.; Bioinformatics.; Systems biology.; Computer Science.; Computational Biology/Bioinformatics.; Data Mining and Knowledge Discovery.; Systems Biology.

This book focuses on the data mining, systems biology, and bioinformatics computational methods that can be used to summarize biological networks. Specifically, it discusses an array of techniques related to biological network clustering, network summarization, and differential network analysis whic...

Table of Contents:

• Introduction
• Background
• Clustering PPI Networks
• Functional Summarization
• Multi-faceted Functional Decomposition
• Differential Functional Summarization
• The Road Ahead.