Probabilistic Modeling in Bioinformatics and Medical Informatics

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Free Download Probabilistic Modeling in Bioinformatics and Medical Informatics by Dirk Husmeier, Richard Dybowski, Stephen Roberts
English | PDF (True) | 2005 | 511 Pages | ISBN : 1852337788 | 5.1 MB
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.

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