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.
| ISBN: | 9781849969123 |
| Publication date: | 22nd October 2010 |
| Author: | Dirk Husmeier, Richard Dybowski, Stephen Roberts |
| Publisher: | Springer an imprint of Springer London |
| Format: | Paperback |
| Pagination: | 508 pages |
| Series: | Advanced Information and Knowledge Processing |
| Genres: |
Maths for computer scientists Computational biology / bioinformatics Algorithms and data structures Computer applications in industry and technology Mathematical theory of computation Probability and statistics |
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.
Probabilistic Modeling in Bioinformatics and Medical Informatics features in the following genres: Maths for computer scientists, Computational biology / bioinformatics, Algorithms and data structures, Computer applications in industry and technology, Mathematical theory of computation, Probability and statistics
Paperback, Hardback. Not Available.
Probabilistic Modeling in Bioinformatics and Medical Informatics was written by Dirk Husmeier, Richard Dybowski, Stephen Roberts and published by Springer an imprint of Springer London
Probabilistic Modeling in Bioinformatics and Medical Informatics has 508 pages
Yes it is part of Advanced Information and Knowledge Processing series