Probabilistic Modeling in Bioinformatics and Medical Informatics

ISBN
9781849969123
Format Paperback
Details
  • Active Record
  • Individual Title
  • 1 vol.
  • 2005
  • xx, 508
  • Yes
  • PS PBTB MBF UY
  • QA75.5-76.95
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.