Probabilistic Modeling in Bioinformatics and Medical Informatics 2005 Edition Contributor(s): Husmeier, Dirk (Editor), Dybowski, Richard (Editor), Roberts, Stephen (Editor) |
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ISBN: 1852337788 ISBN-13: 9781852337780 Publisher: Springer OUR PRICE: $161.49 Product Type: Hardcover - Other Formats Published: February 2005 Annotation: 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. |
Additional Information |
BISAC Categories: - Computers | Computer Science - Science | Life Sciences - Biochemistry - Medical | Administration |
Dewey: 572.802 |
LCCN: 2004051826 |
Series: Advanced Information and Knowledge Processing |
Physical Information: 1.13" H x 6.14" W x 9.21" (2.01 lbs) 508 pages |
Descriptions, Reviews, Etc. |
Publisher 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. |