Probabilistic Modeling in Bioinformatics and Medical Informatics |
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| Editor:
| Husmeier, Dirk
Dybowski, Richard
Roberts, Stephen |
| Series title: | Advanced Information and Knowledge Processing Ser. |
| ISBN: | 978-1-85233-778-0 |
| Publication Date: | Feb 2005 |
| Publisher: | Springer London, Limited
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| Imprint: | Springer |
| Book Format: | Hardback |
| List Price: | USD $169.99 |
Book Description:
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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 -...
More DescriptionProbabilistic 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.