Probabilistic Modeling in Bioinformatics and Medical Informatics
| Autor: | Dirk Husmeier, Richard Dybowski, Stephen Roberts |
|---|---|
| EAN: | 9781846281198 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 06.05.2006 |
| Kategorie: | |
| Schlagworte: | DNA;STATISTICA;bioinformatics;biology;calculus;classification;hidden markov model;informatics;medical informatics;microarray;microbiology;modeling;networks;population;statistics |
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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.
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