Probabilistic modeling in bioinformatics and medical informatics

✍ Scribed by Dirk Husmeier, Richard Dybowski, Stephen Roberts

• Book ID: 127453875
• Publisher: Springer
• Year: 2005
• Tongue: English
• Weight: 4 MB
• Series: Advanced information and knowledge processing
• Edition: 1st Edition.
• Category: Library
• City: London
• ISBN: 1846281199
• ISSN: 1610-3947

✦ Synopsis

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.