Probabilistic Modeling in Bioinformatics and Medical Informatics

Husmeier, Dirk; Dybowski, Richard; Roberts, Stephen

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.

Details

Published by: Springer

Publication Date: 2010-10-22

Format: Paperback

ISBN-13: 9781849969123

DOI: 10.1007/b138794

Dimensions: 235.0cm x155.0cm

Pages: 508.0