- Author : Dirk Husmeier
- Publsiher : Springer Science & Business Media
- Release : 30 March 2006
- ISBN : 9781846281198
- Page : 508 pages
- Rating : 4/5 from 21 voters
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Book Excerpt : 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.