Probabilistic Modelling in Bioinformatics and Medical Informatics

Probabilistic Modelling in Bioinformatics and Medical Informatics
by: Dirk Husmeier (Editor),Richard Dybowski (Editor),Stephen Roberts (Editor)&0more
Publisher: Springer
Edition: 2005th
Publication Date: 2005/2/1
Language: English
Print Length: 504 pages
ISBN-10: 1852337788
ISBN-13: 9781852337780
Book 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.
About the Author
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. Read more