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Grammatical Inference

Language EnglishEnglish
Book Hardback
Book Grammatical Inference Colin De La Higuera
Libristo code: 04095165
Publishers Cambridge University Press, April 2010
The problem of inducing, learning or inferring grammars has been studied for decades, but only in re... Full description
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The problem of inducing, learning or inferring grammars has been studied for decades, but only in recent years has grammatical inference emerged as an independent field with connections to many scientific disciplines, including bio-informatics, computational linguistics and pattern recognition. This book meets the need for a comprehensive and unified summary of the basic techniques and results, suitable for researchers working in these various areas. In Part I, the objects of use for grammatical inference are studied in detail: strings and their topology, automata and grammars, whether probabilistic or not. Part II carefully explores the main questions in the field: What does learning mean? How can we associate complexity theory with learning? In Part III the author describes a number of techniques and algorithms that allow us to learn from text, from an informant, or through interaction with the environment. These concern automata, grammars, rewriting systems, pattern languages or transducers.

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About the book

Full name Grammatical Inference
Language English
Binding Book - Hardback
Date of issue 2010
Number of pages 432
EAN 9780521763165
ISBN 0521763169
Libristo code 04095165
Weight 898
Dimensions 252 x 181 x 27
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