Probabilistic Modeling in Bioinformatics and Medical Informatics

Released on by Dirk Husmeier
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  • Probabilistic Modeling in Bioinformatics and Medical Informatics Book Detail

  • Author : Dirk Husmeier
  • Release Date : 2006-05-06
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 511
  • ISBN 13 : 1846281199
  • File Size : 32,32 MB
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Probabilistic Modeling in Bioinformatics and Medical Informatics by Dirk Husmeier PDF Summary

Book Description: 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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