Probabilistic Modeling in Bioinformatics and Medical Informatics

508 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Advanced Information and Knowledge Processing
• Themen: Informatik und Informationstechnologie Informatik Theoretische Informatik Mathematik für Informatiker
• ISBN: 9781849969123
• Sprache: Englisch
• Erscheinungsdatum: 22.10.2010
• Größe: 23.5 x 15.5 cm
• Verlag: Springer London
• Herausgegeben von: Dirk Husmeier, Richard Dybowski, Stephen Roberts