Summarizing Biological Networks / by Sourav S. Bhowmick, Boon-Siew Seah

By:

Bhowmick, Sourav S [aut]

Contributor(s):

Seah, Boon-Siew [oth]

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Computational Biology ; 24 | SpringerLink Bücher | Springer eBook Collection Computer SciencePublisher: Cham : Springer, 2017Description: Online-Ressource (XV, 146 p. 54 illus., 31 illus. in color, online resource)ISBN:

9783319546216

Subject(s):

Additional physical formats: 9783319546209 | Druckausg.: Summarizing biological networks. Cham, Switzerland : Springer, 2017. xv, 146 Seiten | Printed edition: 9783319546209 RVK: RVK: SK 990LOC classification:

QH324.2-324.25

DOI: DOI: 10.1007/978-3-319-54621-6Online resources:

Summary: 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 networksSummary: Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road AheadPPN: PPN: 1658148452Package identifier: Produktsigel: ZDB-2-SCS

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