Biological Network Analysis: Trends, Approaches, Graph...

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Mathematics - Applied Mathematics
Biological Network Analysis: Trends,...

Biological Network Analysis: Trends, Approaches, Graph Theory, and Algorithms

Name: Biological Network Analysis: Trends, Approaches, Graph Theory, and Algorithms
ISBN: 9780128193501

Pietro Hiram Guzzi, Swarup Roy

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Biological Network Analysis: Trends, Approaches, Graph Theory, and Algorithms considers three major biological networks, including Gene Regulatory Networks (GRN), Protein-Protein Interaction Networks (PPIN), and Human Brain Connectomes. The book's authors discuss various graph theoretic and data analytics approaches used to analyze these networks with respect to available tools, technologies, standards, algorithms and databases for generating, representing and analyzing graphical data. As a wide variety of algorithms have been developed to analyze and compare networks, this book is a timely resource.

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

Categories:

Mathematics - Applied Mathematics

Content Type:

Books

Year:

2020

Edition:

Publisher:

Academic Pr

Language:

english

Pages: