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Functional Coherence of Molecular Networks in Bioinformatics

2011-09-22 Science
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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.

Functional Coherence of Molecular Networks in Bioinformatics

2012 Bioinformatics
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Release : 2012
Genre : Bioinformatics
Kind : eBook
Book Rating : 933/5 ( 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 2012. 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

Summarizing Biological Networks

2017-04-17 Computers
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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.

Biomolecular Networks

2009-06-29 Computers
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Release : 2009-06-29
Genre : Computers
Kind : eBook
Book Rating : 058/5 ( reviews)

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Book Synopsis Biomolecular Networks by : Luonan Chen

Download or read book Biomolecular Networks written by Luonan Chen. This book was released on 2009-06-29. Available in PDF, EPUB and Kindle. Book excerpt: Alternative techniques and tools for analyzing biomolecular networks With the recent rapid advances in molecular biology, high-throughput experimental methods have resulted in enormous amounts of data that can be used to study biomolecular networks in living organisms. With this development has come recognition of the fact that a complicated living organism cannot be fully understood by merely analyzing individual components. Rather, it is the interactions of components or biomolecular networks that are ultimately responsible for an organism's form and function. This book addresses the important need for a new set of computational tools to reveal essential biological mechanisms from a systems biology approach. Readers will get comprehensive coverage of analyzing biomolecular networks in cellular systems based on available experimental data with an emphasis on the aspects of network, system, integration, and engineering. Each topic is treated in depth with specific biological problems and novel computational methods: GENE NETWORKS—Transcriptional regulation; reconstruction of gene regulatory networks; and inference of transcriptional regulatory networks PROTEIN INTERACTION NETWORKS—Prediction of protein-protein interactions; topological structure of biomolecular networks; alignment of biomolecular networks; and network-based prediction of protein function METABOLIC NETWORKS AND SIGNALING NETWORKS—Analysis, reconstruction, and applications of metabolic networks; modeling and inference of signaling networks; and other topics and new trends In addition to theoretical results and methods, many computational software tools are referenced and available from the authors' Web sites. Biomolecular Networks is an indispensable reference for researchers and graduate students in bioinformatics, computational biology, systems biology, computer science, and applied mathematics.

Recent Advances in Biological Network Analysis

2021-01-13 Medical
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Release : 2021-01-13
Genre : Medical
Kind : eBook
Book Rating : 734/5 ( reviews)

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Book Synopsis Recent Advances in Biological Network Analysis by : Byung-Jun Yoon

Download or read book Recent Advances in Biological Network Analysis written by Byung-Jun Yoon. This book was released on 2021-01-13. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews recent advances in the emerging field of computational network biology with special emphasis on comparative network analysis and network module detection. The chapters in this volume are contributed by leading international researchers in computational network biology and offer in-depth insight on the latest techniques in network alignment, network clustering, and network module detection. Chapters discuss the advantages of the respective techniques and present the current challenges and open problems in the field. Recent Advances in Biological Network Analysis: Comparative Network Analysis and Network Module Detection will serve as a great resource for graduate students, academics, and researchers who are currently working in areas relevant to computational network biology or wish to learn more about the field. Data scientists whose work involves the analysis of graphs, networks, and other types of data with topological structure or relations can also benefit from the book's insights.

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