Methods for
 Computational Gene Prediction
 

 by W.H. Majoros
 with a foreword by Steven L. Salzberg


 448 pages (7"x9")

 139 figures, 263 exercises, 269 references

 






 ISBN 9780521706940 (paper)
 ISBN 9780521877510 (hardcover)

 






Contents

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
Appendix A – Online Resources
References
Index


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Online Resources


Course materials

Software

   Data sets

   Errata

    Supplementary chapters

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