Probabilistic Modeling in Bioinformatics and Medical Informatics / Advanced Information and Knowledge Processing (PDF)
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- 2006, 2005, 508 Seiten, Englisch
- Herausgegeben: Dirk Husmeier, Richard Dybowski, Stephen Roberts
- Verlag: Springer-Verlag GmbH
- ISBN-10: 1846281199
- ISBN-13: 9781846281198
- Erscheinungsdatum: 06.05.2006
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- Dateiformat: PDF
- Grösse: 5.27 MB
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From the reviews:
"This book is a collection of chapters describing methods of statistical analysis of medical and biological data, with a focus on mathematical descriptions and implementing algorithms. … It will be particularly useful for those who are interested in a better understanding of artificial neutral networks … . Generally, it is a refreshing book for a statistician … giving a good description of a wide variety of complex models." (Natalia Bochkina, Significance, Vol. 3 (3), 2006)
"This book covers recent advances in the use of probabilistic models in computational molecular biology, bioinformatics and biomedicine. … A self-contained chapter on statistical inference is included as well as a discussion of Bayesian networks as a common and unifying framework for probabilistic modeling. The book has been written for researchers and students in statistics, informatics, and biological sciences … . Finally, an appendix explains the conventions and notation used throughout the book." (T. Postelnicu, Zentralblatt MATH, Vol. 1151, 2009)
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