Colin De La Higuera

Grammatical Inference

Learning Automata and Grammars

• Gebundenes Buch

Produktbeschreibung

The first book to present the basic techniques and main results of this expanding field of research.

Produktdetails

• Verlag: European Community
• Seitenzahl: 432
• Erscheinungstermin: 24. April 2010
• Englisch
• Abmessung: 256mm x 182mm x 32mm
• Gewicht: 935g
• ISBN-13: 9780521763165
• ISBN-10: 0521763169
• Artikelnr.: 29302253

Autorenporträt

Colin de la Higuera is Professor of Computer Science in the Laboratoire Hubert Curien at the Université Jean Monnet de Saint-Etienne.

Inhaltsangabe

Preface
Acknowledgements
1. Introduction
2. The data and some applications
Part I. The Tools: 3. Basic stringology
4. Representing languages
5. Representing distributions over strings with automata and grammars
6. About combinatorics
Part II. What Does Learning a Language Mean?: 7. Identifying languages
8. Learning from text
9. Active learning
10. Learning distributions over strings
Part III. Learning Algorithms and Techniques: 11. Text learners
12. Informed learners
13. Learning with queries
14. Artificial intelligence techniques
15. Learning context-free grammars
16. Learning probabilistic finite automata
17. Estimating the probabilities
18. Learning transducers
19. A very small conclusion
References
Index.