Probabilistic Modeling in Bioinformatics and Medical Informatics
Author: Dirk Husmeier
Publisher: Springer Science & Business Media
Published: 2006-05-06
Total Pages: 511
ISBN-13: 1846281199
DOWNLOAD EBOOK →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.