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.
| Author: Dirk Husmeier |
| Publisher: Springer |
| Publication Date: Oct 22, 2010 |
| Number of Pages: 508 pages |
| Binding: Paperback or Softback |
| ISBN-10: 1849969124 |
| ISBN-13: 9781849969123 |