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Analyzing Network Data in Biology and Medicine

- An Interdisciplinary Textbook for Biological, Medical and Computational Scientists
Engelsk Paperback

Analyzing Network Data in Biology and Medicine

- An Interdisciplinary Textbook for Biological, Medical and Computational Scientists
Engelsk Paperback
Tjek vores konkurrenters priser
The increased and widespread availability of large network data resources in recent years has resulted in a growing need for effective methods for their analysis. The challenge is to detect patterns that provide a better understanding of the data. However, this is not a straightforward task because of the size of the data sets and the computer power required for the analysis. The solution is to devise methods for approximately answering the questions posed, and these methods will vary depending on the data sets under scrutiny. This cutting-edge text introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, before discussing the thought processes and creativity involved in the analysis of large-scale biological and medical data sets, using a wide range of real-life examples. Bringing together leading experts, this text provides an ideal introduction to and insight into the interdisciplinary field of network data analysis in biomedicine.
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The increased and widespread availability of large network data resources in recent years has resulted in a growing need for effective methods for their analysis. The challenge is to detect patterns that provide a better understanding of the data. However, this is not a straightforward task because of the size of the data sets and the computer power required for the analysis. The solution is to devise methods for approximately answering the questions posed, and these methods will vary depending on the data sets under scrutiny. This cutting-edge text introduces biological concepts and biotechnologies producing the data, graph and network theory, cluster analysis and machine learning, before discussing the thought processes and creativity involved in the analysis of large-scale biological and medical data sets, using a wide range of real-life examples. Bringing together leading experts, this text provides an ideal introduction to and insight into the interdisciplinary field of network data analysis in biomedicine.
Produktdetaljer
Sprog: Engelsk
Sider: 643
ISBN-13: 9781108432238
Indbinding: Paperback
Udgave:
ISBN-10: 1108432239
Udg. Dato: 28 mar 2019
Længde: 29mm
Bredde: 249mm
Højde: 175mm
Forlag: Cambridge University Press
Oplagsdato: 28 mar 2019
Forfatter(e):
Forfatter(e)


Kategori Genetik (ikke-medicinsk)


ISBN-13 9781108432238


Sprog Engelsk


Indbinding Paperback


Sider 643


Udgave


Længde 29mm


Bredde 249mm


Højde 175mm


Udg. Dato 28 mar 2019


Oplagsdato 28 mar 2019


Forlag Cambridge University Press

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