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

• Autore: Bhowmick Sourav S
• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
• Edizione: 1st ed. 2017.
• Descrizione fisica: 1 online resource (XV, 146 p. 54 illus., 31 illus. in color.)
• Disciplina: 572.64
• Soggetto topico: Bioinformatics; Data mining; Computational and Systems Biology; Data Mining and Knowledge Discovery
• Persona (resp. second.): SeahBoon-Siew
• Nota di bibliografia: Includes bibliographical references at the end of each chapters and index.
• Nota di contenuto: Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.
• Sommario/riassunto: 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.
• Titolo autorizzato: Summarizing Biological Networks
• ISBN: 3-319-54621-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910254832903321
• Lo trovi qui: Univ. Federico II
• Serie: Computational Biology, . 2662-2432 ; ; 24