Recent Advances in Biological Network Analysis
Comparative Network Analysis and Network Module Detection
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Beschreibung
This book reviews recent advances in the emerging field of computational network biology with special emphasis on comparative network analysis and network module detection. The chapters in this volume are contributed by leading international researchers in computational network biology and offer in-depth insight on the latest techniques in network alignment, network clustering, and network module detection. Chapters discuss the advantages of the respective techniques and present the current challenges and open problems in the field.
Recent Advances in Biological Network Analysis: Comparative Network Analysis and Network Module Detection will serve as a great resource for graduate students, academics, and researchers who are currently working in areas relevant to computational network biology or wish to learn more about the field. Data scientists whose work involves the analysis of graphs, networks, and other types of datawith topological structure or relations can also benefit from the book's insights.
This book reviews recent advances in the emerging field of computational network biology with special emphasis on comparative network analysis and network module detection. The chapters in this volume are contributed by leading international researchers in computational network biology and offer in-depth insight on the latest techniques in network alignment, network clustering, and network module detection. Chapters discuss the advantages of the respective techniques and present the current challenges and open problems in the field.
Recent Advances in Biological Network Analysis: Comparative Network Analysis and Network Module Detection will serve as a great resource for graduate students, academics, and researchers who are currently working in areas relevant to computational network biology or wish to learn more about the field. Data scientists whose work involves the analysis of graphs, networks, and other types of datawith topological structure or relations can also benefit from the book's insights.
Presents an accessible overview of the emerging field of computational network biology for readers who are new to the field Introduces the latest techniques in computational network biology, especially, comparative network analysis and network module detection Points readers to the latest available resources in the field, including network and pathway databases, benchmarks, existing algorithms, and source code
Autor*in
Byung-Jun Yoon
Themen in »Recent Advances in Biological Network Analysis«
protein-protein interaction metabolic networks biological networks network module detection comparative network analysis computational network biology network module detection network clustering network querying network alignment