Probabilistic Modeling in Bioinformatics and Medical Informatics

Husmeier, D. , Dybowski, R. and Roberts, S. (2005) Probabilistic Modeling in Bioinformatics and Medical Informatics. Series: Advanced information and knowledge processing. Springer: London. ISBN 9781852337780 (doi: 10.1007/b138794)

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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 modeling, 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.

Item Type:Books
Glasgow Author(s) Enlighten ID:Husmeier, Professor Dirk
Authors: Husmeier, D., Dybowski, R., and Roberts, S.
College/School:College of Science and Engineering > School of Mathematics and Statistics > Statistics
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