ENGLISH

Probabilistic modeling in bioinformatics and medical informatics

By Dirk Husmeier , Richard Dybowski , Stephen Roberts

Book information

Publisher
Springer
Year
2005
ISBN
1852337788, 9781852337780, 9781846281198
ISSN
1610-3947
LCC
QH324.2 .P76 2005
Open Library ID
OL17724769M
Language
english
Format
PDF
Filesize
4 MB (3832358 bytes)
Series
Advanced information and knowledge processing
Edition
1st Edition.
Pages
510\510
Topic
Medicine
Library
Kolxo3
Time added
2009-07-20 03:45:11

Description

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.

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