Summarizing Biological Networks
Başlık:
Summarizing Biological Networks
Yazar:
Bhowmick, Sourav S. author.
ISBN:
9783319546216
Yazar:
Edisyon:
1st ed. 2017.
Fiziksel Niteleme:
XV, 146 p. 54 illus., 31 illus. in color. online resource.
Seri:
Computational Biology, 24
İçindekiler:
Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.
Özet:
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.
Konu Başlığı:
Yazar Ek Girişi:
Ek Kurum Yazar:
Elektronik Erişim:
https://doi.org/10.1007/978-3-319-54621-6