טוען...
Methods for Computational Gene Prediction
Inferring the precise locations and splicing patterns of genes in DNA is a difficult but important task, with broad applications to biomedicine. The mathematical and statistical techniques that have been applied to this problem are surveyed and organized into a logical framework based on the theory...
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| פורמט: | Printed Book |
| יצא לאור: |
New York
Cambridge University Press
2007
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תוכן הענינים:
- 1. Introduction
- 2. Mathematical preliminaries
- 3. Overview of gene prediction
- 4. Gene finder evaluation
- 5. A toy Exon finder
- 6. Hidden Markov models
- 7. Signal and content sensors
- 8. Generalized hidden Markov models
- 9. Comparative gene finding
- 10. Machine Learning methods
- 11. Tips and tricks
- 12. Advanced topics