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Probabilistic Modeling in Bioinformatics and Medical Informatics

Probabilistic Modeling in Bioinformatics and Medical Informatics

Paperback

Series: Advanced Information and Knowledge Processing

Medical ReferenceGeneral ComputersGeneral Science

ISBN10: 1849969124
ISBN13: 9781849969123
Publisher: Springer
Published: Oct 22 2010
Pages: 508
Weight: 1.61
Height: 1.06 Width: 6.14 Depth: 9.21
Language: English
Probabilistic Modelling in Bioinformatics and Medical Informatics has been written for researchers and students in statistics, machine learning, and the biological sciences. The first part of this book provides a self-contained introduction to the methodology of Bayesian networks. The following parts demonstrate how these methods are applied in bioinformatics and medical informatics. All three fields - the methodology of probabilistic modelling, bioinformatics, and medical informatics - are evolving very quickly. The text should therefore be seen as an introduction, offering both elementary tutorials as well as more advanced applications and case studies.

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