Probabilistic Modeling in Bioinformatics and Medical Informatics

Probabilistic Modeling in Bioinformatics and Medical Informatics

Dirk Husmeier , Richard Dybowski , Stephen Roberts
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2010 · Inglese · Brossura
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Descrizione

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.

Dettagli del libro

Formato Brossura
Pagine 528 pagine
Lingua Inglese
Pubblicato ott 22, 2010
Editore Springer
ISBN-10 1849969124
ISBN-13 9781849969123
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