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.
| Serija: | Advanced Information and Knowledge Processing |
| Leidėjas: | Springer London |
| Išleidimo metai: | 2010 |
| Knygos puslapių skaičius: | 524 |
| ISBN-10: | 1849969124 |
| ISBN-13: | 9781849969123 |
| Formatas: | Knyga minkštu viršeliu |
| Kalba: | Anglų |
| Žanras: | Computational biology / bioinformatics |
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