Summarizing Biological Networks [electronic resource] / by Sourav S. Bhowmick, Boon-Siew Seah
- Author:
- Bhowmick, Sourav S.
- Published:
- Cham : Springer International Publishing : Imprint: Springer, 2017.
- Physical Description:
- XV, 146 pages 54 illustrations, 31 illustrations in color : online resource
- Additional Creators:
- Seah, Boon-Siew
SpringerLink (Online service) - Access Online:
- ezaccess.libraries.psu.edu
- Series:
- Computational Biology, 1568-2684 ; 24
- Contents:
- Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.
- 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 networks.
- Subject(s):
- ISBN:
- 9783319546216
- Digital File Characteristics:
- text file PDF
View MARC record | catkey: 20274255