Summarizing Biological Networks [electronic resource] / by Sourav S. Bhowmick, Boon-Siew Seah.
Вид матеріалу:
Текст Серія: Computational Biology ; 24Публікація: Cham : Springer International Publishing : Imprint: Springer, 2017Видання: 1st ed. 2017Опис: XV, 146 p. 54 illus., 31 illus. in color. online resourceТип вмісту: - text
- computer
- online resource
- 9783319546216
- 570.285 23
- QH324.2-324.25
ЕКнига
Списки з цим бібзаписом:
Springer Ebooks (till 2020 - Open Access)+(2017 Network Access))
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Springer Ebooks (2017 Network Access))
Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.
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.
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