Probabilistic Modeling in Bioinformatics and Medical Informatics (Advanced Information and Knowledge Processing)

ISBN 10: 1849969124 / ISBN 13: 9781849969123

Edité par Springer, 2010

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N° de réf. du vendeur I-9781849969123

Détails bibliographiques

• Titre: Probabilistic Modeling in Bioinformatics and Medical Informatics (Advanced Information and Knowledge Processing)
• Éditeur: Springer
• Date de parution: 2010
• Langue: anglais
• ISBN à 10 chiffres: 1849969124
• ISBN à 13 chiffres: 9781849969123
• Reliure: Couverture souple
• État de l'article: New

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Synopsis

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 modelling, 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.