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Summarizing Biological Networks

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Release : 2017-04-17
Genre : Computers
Kind : eBook
Book Rating : 21X/5 ( reviews)

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Book Synopsis Summarizing Biological Networks by : Sourav S. Bhowmick

Download or read book Summarizing Biological Networks written by Sourav S. Bhowmick. This book was released on 2017-04-17. Available in PDF, EPUB and Kindle. Book excerpt: 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 which enable readers to uncover the functional and topological organization hidden in a large biological network. The authors also examine crucial open research problems in this arena. Academics, researchers, and advanced-level students will find this book to be a comprehensive and exceptional resource for understanding computational techniques and their applications for a summary of biological networks.

Analysis of Biological Networks

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Release : 2011-09-20
Genre : Computers
Kind : eBook
Book Rating : 915/5 ( reviews)

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Book Synopsis Analysis of Biological Networks by : Björn H. Junker

Download or read book Analysis of Biological Networks written by Björn H. Junker. This book was released on 2011-09-20. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to biological networks and methods for their analysis Analysis of Biological Networks is the first book of its kind to provide readers with a comprehensive introduction to the structural analysis of biological networks at the interface of biology and computer science. The book begins with a brief overview of biological networks and graph theory/graph algorithms and goes on to explore: global network properties, network centralities, network motifs, network clustering, Petri nets, signal transduction and gene regulation networks, protein interaction networks, metabolic networks, phylogenetic networks, ecological networks, and correlation networks. Analysis of Biological Networks is a self-contained introduction to this important research topic, assumes no expert knowledge in computer science or biology, and is accessible to professionals and students alike. Each chapter concludes with a summary of main points and with exercises for readers to test their understanding of the material presented. Additionally, an FTP site with links to author-provided data for the book is available for deeper study. This book is suitable as a resource for researchers in computer science, biology, bioinformatics, advanced biochemistry, and the life sciences, and also serves as an ideal reference text for graduate-level courses in bioinformatics and biological research.

Handbook on Biological Networks

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Author :
Release : 2010
Genre : Science
Kind : eBook
Book Rating : 791/5 ( reviews)

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Book Synopsis Handbook on Biological Networks by : Stefano Boccaletti

Download or read book Handbook on Biological Networks written by Stefano Boccaletti. This book was released on 2010. Available in PDF, EPUB and Kindle. Book excerpt: Networked systems are all around us. The accumulated evidence of systems as complex as a cell cannot be fully understood by studying only their isolated constituents, giving rise to a new area of interest in research ? the study of complex networks. In a broad sense, biological networks have been one of the most studied networks, and the field has benefited from many important contributions. By understanding and modeling the structure of a biological network, a better perception of its dynamical and functional behavior is to be expected. This unique book compiles the most relevant results and novel insights provided by network theory in the biological sciences, ranging from the structure and dynamics of the brain to cellular and protein networks and to population-level biology.

Functional Coherence of Molecular Networks in Bioinformatics

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Release : 2011-09-22
Genre : Science
Kind : eBook
Book Rating : 200/5 ( reviews)

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Book Synopsis Functional Coherence of Molecular Networks in Bioinformatics by : Mehmet Koyutürk

Download or read book Functional Coherence of Molecular Networks in Bioinformatics written by Mehmet Koyutürk. This book was released on 2011-09-22. Available in PDF, EPUB and Kindle. Book excerpt: Molecular networks provide descriptions of the organization of various biological processes, including cellular signaling, metabolism, and genetic regulation. Knowledge on molecular networks is commonly used for systems level analysis of biological function; research and method development in this area has grown tremendously in the past few years. This book will provide a detailed review of existing knowledge on the functional characterization of biological networks. In 15 chapters authored by an international group of prolific systems biology and bioinformatics researchers, it will organize, conceptualize, and summarize the existing core of research results and computational methods on understanding biological function from a network perspective.

Introduction to Biological Networks

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Release : 2016-04-19
Genre : Computers
Kind : eBook
Book Rating : 360/5 ( reviews)

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Book Synopsis Introduction to Biological Networks by : Alpan Raval

Download or read book Introduction to Biological Networks written by Alpan Raval. This book was released on 2016-04-19. Available in PDF, EPUB and Kindle. Book excerpt: The new research area of genomics-inspired network biology lacks an introductory book that enables both physical/computational scientists and biologists to obtain a general yet sufficiently rigorous perspective of current thinking. Filling this gap, Introduction to Biological Networks provides a thorough introduction to genomics-inspired network bi

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