Topics in Grammatical Inference
This book explains advanced theoretical and application-related issues in grammatical inference, a research area inside the inductive inference paradigm for machine learning. The first three chapters of the book deal with issues regarding theoretical learning frameworks; the next four chapters focus...
| Συγγραφή απο Οργανισμό/Αρχή: | |
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| Άλλοι συγγραφείς: | , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2016.
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| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction
- Gold-Style Learning Theory
- Efficiency in the Identification in the Limit Learning Paradigm
- Learning Grammars and Automata with Queries
- On the Inference of Finite State Automata from Positive and Negative Data
- Learning Probability Distributions Generated by Finite-State Machines
- Distributional Learning of Context-Free and Multiple
- Context-Free Grammars
- Learning Tree Languages
- Learning the Language of Biological Sequences.
