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Grammatical Inference

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Author: Wojciech Wieczorek
Publisher: Springer
ISBN: 3319468014
Size: 29.81 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 145
View: 483


This book focuses on grammatical inference, presenting classic and modern methods of grammatical inference from the perspective of practitioners. To do so, it employs the Python programming language to present all of the methods discussed. Grammatical inference is a field that lies at the intersection of multiple disciplines, with contributions from computational linguistics, pattern recognition, machine learning, computational biology, formal learning theory and many others. divThough the book is largely practical, it also includes elements of learning theory, combinatorics on words, the theory of automata and formal languages, plus references to real-world problems. The listings presented here can be directly copied and pasted into other programs, thus making the book a valuable source of ready recipes for students, academic researchers, and programmers alike, as well as an inspiration for their further development.>

Grammatical Inference Algorithms And Applications

Grammatical Inference  Algorithms and Applications PDF

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Author: Alexander Clark
Publisher: Springer
ISBN: 3540880097
Size: 46.89 MB
Format: PDF, ePub
Category : Computers
Languages : en
Pages : 305
View: 1432


This book constitutes the refereed proceedings of the 9th International Colloquium on Grammatical Inference, ICGI 2008, held in Saint-Malo, France, in September 2008. The 21 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 36 submissions. The topics of the papers presented vary from theoretical results of learning algorithms to innovative applications of grammatical inference, and from learning several interesting classes of formal grammars to applications to natural language processing.

Grammatical Inference Algorithms And Applications

Grammatical Inference  Algorithms and Applications PDF

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Author: Georgios Paliouras
Publisher: Springer
ISBN: 354030195X
Size: 54.52 MB
Format: PDF
Category : Computers
Languages : en
Pages : 296
View: 6283


This book constitutes the refereed proceedings of the 7th International Colloquium on Grammatical Inference, ICGI 2004, held in Athens, Greece in October 2004. The 20 revised full papers and 8 revised poster papers presented together with 3 invited contributions were carefully reviewed and selected from 45 submissions. The topics of the papers presented range from theoretical results of learning algorithms to innovative applications of grammatical inference and from learning several interesting classes of formal grammars to estimations of probabilistic grammars.

Grammatical Inference

Grammatical Inference PDF

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Author:
Publisher:
ISBN:
Size: 34.59 MB
Format: PDF, Kindle
Category : Formal languages
Languages : en
Pages :
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Grammatical Inference Algorithms And Applications

Grammatical Inference  Algorithms and Applications PDF

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Author: Arlindo L. Oliveira
Publisher: Springer
ISBN: 3540452575
Size: 65.76 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 316
View: 852


This book constitutes the refereed proceedings of the 5th International Colloquium on Grammatical Inference, ICGI 2000, held in Lisbon, Portugal in September 2000. The 24 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers address topics like machine learning, automata, theoretical computer science, computational linguistics, pattern recognition, artificial neural networks, natural language acquisition, computational biology, information retrieval, text processing, and adaptive intelligent agents.

Grammatical Inference Algorithms And Applications

Grammatical Inference  Algorithms and Applications PDF

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Author: Yasibumi Sakaibara
Publisher: Springer
ISBN: 9783540830689
Size: 24.87 MB
Format: PDF
Category : Computers
Languages : en
Pages : 359
View: 262


This book constitutes the refereed proceedings of the 8th International Colloquium on Grammatical Inference, ICGI 2006. The book presents 25 revised full papers and 8 revised short papers together with 2 invited contributions, carefully reviewed and selected. The topics discussed range from theoretical results of learning algorithms to innovative applications of grammatical inference and from learning several interesting classes of formal grammars to applications to natural language processing.

Grammatical Inference Algorithms And Applications

Grammatical Inference  Algorithms and Applications PDF

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Author: Pieter Adriaans
Publisher: Springer Science & Business Media
ISBN: 9783540442394
Size: 23.87 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 318
View: 3533


The Sixth International Colloquium on Grammatical Inference (ICGI2002) was held in Amsterdam on September 23-25th, 2002. ICGI2002 was the sixth in a series of successful biennial international conferenceson the area of grammatical inference. Previous meetings were held in Essex, U.K.; Alicante, Spain; Mo- pellier, France; Ames, Iowa, USA; Lisbon, Portugal. This series of meetings seeks to provide a forum for the presentation and discussion of original research on all aspects of grammatical inference. Gr- matical inference, the process of inferring grammars from given data, is a ?eld that not only is challenging from a purely scienti?c standpoint but also ?nds many applications in real-world problems. Despite the fact that grammatical inference addresses problems in a re- tively narrow area, it uses techniques from many domains, and is positioned at the intersection of a number of di?erent disciplines. Researchers in grammatical inference come from ?elds as diverse as machine learning, theoretical computer science, computational linguistics, pattern recognition, and arti?cial neural n- works. From a practical standpoint, applications in areas like natural language - quisition, computational biology, structural pattern recognition, information - trieval, text processing, data compression and adaptive intelligent agents have either been demonstrated or proposed in the literature. The technical program included the presentation of 23 accepted papers (out of 41 submitted). Moreover, for the ?rst time a software presentation was or- nized at ICGI. Short descriptions of the corresponding software are included in these proceedings, too.

Grammatical Inference

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Author: Arlindo L. Oliveira
Publisher:
ISBN: 9783662197219
Size: 23.51 MB
Format: PDF, ePub
Category :
Languages : en
Pages : 326
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Grammatical Inference

Grammatical Inference PDF

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Author: Colin de la Higuera
Publisher: Cambridge University Press
ISBN: 1139486683
Size: 25.20 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages :
View: 1492


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.

Transductions And Context Free Languages

Transductions and Context Free Languages PDF

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Author: Jean Berstel
Publisher: Springer-Verlag
ISBN: 3663093670
Size: 20.39 MB
Format: PDF, Kindle
Category : Technology & Engineering
Languages : en
Pages : 280
View: 1104



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