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Approaches in Integrative Bioinformatics [electronic resource] : Towards the Virtual Cell / edited by Ming Chen, Ralf Hofest�adt.

Contributor(s): Chen, Ming [editor.] | Hofest�adt, Ralf [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014Description: VIII, 386 p. 110 illus., 92 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642412813.Subject(s): Computer science | Data mining | Computer simulation | Bioinformatics | Systems biology | Biological systems | Computer Science | Computational Biology/Bioinformatics | Bioinformatics | Biological Networks, Systems Biology | Simulation and Modeling | Data Mining and Knowledge DiscoveryAdditional physical formats: Printed edition:: No titleDDC classification: 570.285 Online resources: Click here to access online
Contents:
Part I: Introduction -- Part II: Information Fusion and Retrieval -- Part III: Network Visualization, Modeling and Analysis -- Part IV: BioData Mapping -- Part V: Biocompution.
In: Springer eBooksSummary: Approaches in Integrative Bioinformatics provides a basic introduction to biological information systems, as well as guidance for the computational analysis of systems biology. This book also covers a range of issues and methods that reveal the multitude of omics data integration types and the relevance that integrative bioinformatics has today. Topics include biological data integration and manipulation, modeling and simulation of metabolic networks, transcriptomics and phenomics, and virtual cell approaches, as well as a number of applications of network biology. It helps to illustrate the value of integrative bioinformatics approaches to the life sciences. This book is intended for researchers and graduate students in the field of Bioinformatics. Professor Ming Chen is the Director of the Bioinformatics Laboratory at the College of Life Sciences, Zhejiang University, Hangzhou, China. Professor Ralf Hofest�adt is the Chair of the Department of Bioinformatics and Medical Informatics, Bielefeld University, Germany.
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Part I: Introduction -- Part II: Information Fusion and Retrieval -- Part III: Network Visualization, Modeling and Analysis -- Part IV: BioData Mapping -- Part V: Biocompution.

Approaches in Integrative Bioinformatics provides a basic introduction to biological information systems, as well as guidance for the computational analysis of systems biology. This book also covers a range of issues and methods that reveal the multitude of omics data integration types and the relevance that integrative bioinformatics has today. Topics include biological data integration and manipulation, modeling and simulation of metabolic networks, transcriptomics and phenomics, and virtual cell approaches, as well as a number of applications of network biology. It helps to illustrate the value of integrative bioinformatics approaches to the life sciences. This book is intended for researchers and graduate students in the field of Bioinformatics. Professor Ming Chen is the Director of the Bioinformatics Laboratory at the College of Life Sciences, Zhejiang University, Hangzhou, China. Professor Ralf Hofest�adt is the Chair of the Department of Bioinformatics and Medical Informatics, Bielefeld University, Germany.

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