Probabilistic Modeling in Bioinformatics and Medical Informatics, 1st Edition – FULL INSTANT DOWNLOAD | PDF DOCX EPUB

Name: Probabilistic Modeling in Bioinformatics and Medical Informatics
Edition: 1st Edition
ISBN-13: 9781852337780
ISBN-10: 1852337788
Addition ISBN: 1846281199, 9781846281198
Author(s): Dirk Husmeier; ‎Richard Dybowski; ‎Stephen Roberts, Publisher: Springer, Copyright: 2005
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.