Analysis of biological systems:
Modeling is fast becoming fundamental to understanding the processes that define biological systems. High-throughput technologies are producing increasing quantities of data that require an ever-expanding toolset for their effective analysis and interpretation. Analysis of high-throughput data in th...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Imperial College Press
c2015
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| Schlagworte: | |
| Online-Zugang: | FHN01 URL des Erstveroeffentlichers |
| Zusammenfassung: | Modeling is fast becoming fundamental to understanding the processes that define biological systems. High-throughput technologies are producing increasing quantities of data that require an ever-expanding toolset for their effective analysis and interpretation. Analysis of high-throughput data in the context of a molecular interaction network is particularly informative as it has the potential to reveal the most relevant network modules with respect to a phenotype or biological process of interest. These modules denote the borders of the interacting molecular components that contribute to a specific biological process, and thus constitute a natural starting point for building dynamic models. Analysis of Biological Systems collects classical material on analysis, modeling and simulation, thereby acting as a unique point of reference. The joint application of statistical techniques to extract knowledge from big data and map it into mechanistic models is a current challenge of the field, and the reader will learn how to build and use models even if they have no computing or math background. An in-depth analysis of the currently available technologies, and a comparison between them, is also included. Unlike other reference books, this in-depth analysis is extended even to the field of language-based modelling. The overall result is an indispensable, self-contained and systematic approach to a rapidly expanding field of science |
| Beschreibung: | xv, p. ill |
| ISBN: | 9781783266883 |
Internformat
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| 520 | |a Modeling is fast becoming fundamental to understanding the processes that define biological systems. High-throughput technologies are producing increasing quantities of data that require an ever-expanding toolset for their effective analysis and interpretation. Analysis of high-throughput data in the context of a molecular interaction network is particularly informative as it has the potential to reveal the most relevant network modules with respect to a phenotype or biological process of interest. These modules denote the borders of the interacting molecular components that contribute to a specific biological process, and thus constitute a natural starting point for building dynamic models. Analysis of Biological Systems collects classical material on analysis, modeling and simulation, thereby acting as a unique point of reference. The joint application of statistical techniques to extract knowledge from big data and map it into mechanistic models is a current challenge of the field, and the reader will learn how to build and use models even if they have no computing or math background. An in-depth analysis of the currently available technologies, and a comparison between them, is also included. Unlike other reference books, this in-depth analysis is extended even to the field of language-based modelling. The overall result is an indispensable, self-contained and systematic approach to a rapidly expanding field of science | ||
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| dewey-full | 571.7 |
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| dewey-ones | 571 - Physiology & related subjects |
| dewey-raw | 571.7 |
| dewey-search | 571.7 |
| dewey-sort | 3571.7 |
| dewey-tens | 570 - Biology |
| discipline | Biologie |
| format | Electronic eBook |
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| isbn | 9781783266883 |
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| spelling | Priami, Corrado Verfasser aut Analysis of biological systems Corrado Priami, Melissa J. Morine London Imperial College Press c2015 xv, p. ill txt rdacontent c rdamedia cr rdacarrier Modeling is fast becoming fundamental to understanding the processes that define biological systems. High-throughput technologies are producing increasing quantities of data that require an ever-expanding toolset for their effective analysis and interpretation. Analysis of high-throughput data in the context of a molecular interaction network is particularly informative as it has the potential to reveal the most relevant network modules with respect to a phenotype or biological process of interest. These modules denote the borders of the interacting molecular components that contribute to a specific biological process, and thus constitute a natural starting point for building dynamic models. Analysis of Biological Systems collects classical material on analysis, modeling and simulation, thereby acting as a unique point of reference. The joint application of statistical techniques to extract knowledge from big data and map it into mechanistic models is a current challenge of the field, and the reader will learn how to build and use models even if they have no computing or math background. An in-depth analysis of the currently available technologies, and a comparison between them, is also included. Unlike other reference books, this in-depth analysis is extended even to the field of language-based modelling. The overall result is an indispensable, self-contained and systematic approach to a rapidly expanding field of science Biological systems / Mathematical models Biological systems / Computer simulation Biological systems / Analysis Biologisches System (DE-588)4122930-7 gnd rswk-swf Analysis (DE-588)4001865-9 gnd rswk-swf Mathematische Modellierung (DE-588)7651795-0 gnd rswk-swf Computersimulation (DE-588)4148259-1 gnd rswk-swf Biologisches System (DE-588)4122930-7 s Mathematische Modellierung (DE-588)7651795-0 s Analysis (DE-588)4001865-9 s Computersimulation (DE-588)4148259-1 s 1\p DE-604 Morine, Melissa J. Sonstige oth Erscheint auch als Druck-Ausgabe 9781783266876 http://www.worldscientific.com/worldscibooks/10.1142/P1004#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Priami, Corrado Analysis of biological systems Biological systems / Mathematical models Biological systems / Computer simulation Biological systems / Analysis Biologisches System (DE-588)4122930-7 gnd Analysis (DE-588)4001865-9 gnd Mathematische Modellierung (DE-588)7651795-0 gnd Computersimulation (DE-588)4148259-1 gnd |
| subject_GND | (DE-588)4122930-7 (DE-588)4001865-9 (DE-588)7651795-0 (DE-588)4148259-1 |
| title | Analysis of biological systems |
| title_auth | Analysis of biological systems |
| title_exact_search | Analysis of biological systems |
| title_full | Analysis of biological systems Corrado Priami, Melissa J. Morine |
| title_fullStr | Analysis of biological systems Corrado Priami, Melissa J. Morine |
| title_full_unstemmed | Analysis of biological systems Corrado Priami, Melissa J. Morine |
| title_short | Analysis of biological systems |
| title_sort | analysis of biological systems |
| topic | Biological systems / Mathematical models Biological systems / Computer simulation Biological systems / Analysis Biologisches System (DE-588)4122930-7 gnd Analysis (DE-588)4001865-9 gnd Mathematische Modellierung (DE-588)7651795-0 gnd Computersimulation (DE-588)4148259-1 gnd |
| topic_facet | Biological systems / Mathematical models Biological systems / Computer simulation Biological systems / Analysis Biologisches System Analysis Mathematische Modellierung Computersimulation |
| url | http://www.worldscientific.com/worldscibooks/10.1142/P1004#t=toc |
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