
Biological Network Analysis
Trends, Approaches, Graph Theory, and Algorithms
Description
Key Features
- Presents recent advances in biological network analysis, combining Graph Theory, Graph Analysis, and various network models
- Discusses three major biological networks, including Gene Regulatory Networks (GRN), Protein-Protein Interaction Networks (PPIN) and Human Brain Connectomes
- Includes a discussion of various graph theoretic and data analytics approaches
Readership
Students and researchers in biomedical engineering and computational biology who are interested in biological network analysis for biological modelling
Table of Contents
1. Introduction
2. Preliminaries of Graph Theory
3. Graph Analysis
4. Complex Network Models
5. Graph Databases in Bioinformatics and Computational Biology
6. Gene Regulatory Networks-Inference and Analysis
7. Protein Protein Interaction Networks
8. Brain Connectomes and Analysis
9. Conclusion
Product details
- No. of pages: 210
- Language: English
- Copyright: © Academic Press 2020
- Published: May 11, 2020
- Imprint: Academic Press
- eBook ISBN: 9780128193518
- Paperback ISBN: 9780128193501
About the Authors
Pietro Hiram Guzzi
Affiliations and Expertise
Swarup Roy
Affiliations and Expertise
Ratings and Reviews
Latest reviews
(Total rating for all reviews)
Arpita R. Sun Feb 16 2020
Biological Network Analysis
It is a wonderfully written interdisciplinary book. Can gain knowledge about the gene regulatory networks and protein-protein interactions using bioinformatics approach.