Grammatical Inference

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Publisher : Cambridge University Press
ISBN 13 : 1139486683
Total Pages : 432 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Grammatical Inference by : Colin de la Higuera

Download or read book Grammatical Inference written by Colin de la Higuera and published by Cambridge University Press. This book was released on 2010-04-01 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Grammatical Inference: Algorithms and Applications

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Publisher : Springer
ISBN 13 : 3540452575
Total Pages : 321 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Grammatical Inference: Algorithms and Applications by : Arlindo L. Oliveira

Download or read book Grammatical Inference: Algorithms and Applications written by Arlindo L. Oliveira and published by Springer. This book was released on 2004-02-13 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

State of the Art on Grammatical Inference Using Evolutionary Method

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Publisher : Academic Press
ISBN 13 : 0128221542
Total Pages : 230 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis State of the Art on Grammatical Inference Using Evolutionary Method by : Hari Mohan Pandey

Download or read book State of the Art on Grammatical Inference Using Evolutionary Method written by Hari Mohan Pandey and published by Academic Press. This book was released on 2021-11-13 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: State of the Art on Grammatical Inference Using Evolutionary Method presents an approach for grammatical inference (GI) using evolutionary algorithms. Grammatical inference deals with the standard learning procedure to acquire grammars based on evidence about the language. It has been extensively studied due to its high importance in various fields of engineering and science. The book's prime purpose is to enhance the current state-of-the-art of grammatical inference methods and present new evolutionary algorithms-based approaches for context free grammar induction. The book's focus lies in the development of robust genetic algorithms for context free grammar induction. The new algorithms discussed in this book incorporate Boolean-based operators during offspring generation within the execution of the genetic algorithm. Hence, the user has no limitation on utilizing the evolutionary methods for grammatical inference. Discusses and summarizes the latest developments in Grammatical Inference, with a focus on Evolutionary Methods Provides an understanding of premature convergence as well as genetic algorithms Presents a performance analysis of genetic algorithms as well as a complete look into the wide range of applications of Grammatical Inference methods Demonstrates how to develop a robust experimental environment to conduct experiments using evolutionary methods and algorithms

Grammatical Inference: Learning Syntax from Sentences

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540617785
Total Pages : 340 pages
Book Rating : 4.6/5 (177 download)

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Book Synopsis Grammatical Inference: Learning Syntax from Sentences by : Laurent Miclet

Download or read book Grammatical Inference: Learning Syntax from Sentences written by Laurent Miclet and published by Springer Science & Business Media. This book was released on 1996-09-16 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Colloquium on Grammatical Inference, ICGI-96, held in Montpellier, France, in September 1996. The 25 revised full papers contained in the book together with two invited key papers by Magerman and Knuutila were carefully selected for presentation at the conference. The papers are organized in sections on algebraic methods and algorithms, natural language and pattern recognition, inference and stochastic models, incremental methods and inductive logic programming, and operational issues.

Grammatical Inference

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540647768
Total Pages : 292 pages
Book Rating : 4.6/5 (477 download)

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Book Synopsis Grammatical Inference by : Vasant Honavar

Download or read book Grammatical Inference written by Vasant Honavar and published by Springer Science & Business Media. This book was released on 1998-07 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Fourth International Colloquium on Grammatical Inference, ICGI-98, held in Ames, Iowa, in July 1998. The 23 revised full papers were carefully reviewed and selected for inclusion in the book from a total of 35 submissions. The book addresses a wide range of grammatical inference theory such as automata induction, grammar induction, automatic language acquisition, etc. as well as a variety of applications in areas like syntactic pattern recognition, adaptive intelligent agents, diagnosis, computational biology, data mining, and knowledge discovery.

Grammatical Inference

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Publisher : Springer
ISBN 13 : 3319468014
Total Pages : 145 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Grammatical Inference by : Wojciech Wieczorek

Download or read book Grammatical Inference written by Wojciech Wieczorek and published by Springer. This book was released on 2016-10-25 with total page 145 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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Publisher : Springer
ISBN 13 : 354030195X
Total Pages : 300 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Grammatical Inference: Algorithms and Applications by : Georgios Paliouras

Download or read book Grammatical Inference: Algorithms and Applications written by Georgios Paliouras and published by Springer. This book was released on 2005-01-11 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Grammatical Inference for Computational Linguistics

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Author :
Publisher : Springer Nature
ISBN 13 : 3031021592
Total Pages : 139 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Grammatical Inference for Computational Linguistics by : Jeffrey Heinz

Download or read book Grammatical Inference for Computational Linguistics written by Jeffrey Heinz and published by Springer Nature. This book was released on 2022-06-01 with total page 139 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a thorough introduction to the subfield of theoretical computer science known as grammatical inference from a computational linguistic perspective. Grammatical inference provides principled methods for developing computationally sound algorithms that learn structure from strings of symbols. The relationship to computational linguistics is natural because many research problems in computational linguistics are learning problems on words, phrases, and sentences: What algorithm can take as input some finite amount of data (for instance a corpus, annotated or otherwise) and output a system that behaves "correctly" on specific tasks? Throughout the text, the key concepts of grammatical inference are interleaved with illustrative examples drawn from problems in computational linguistics. Special attention is paid to the notion of "learning bias." In the context of computational linguistics, such bias can be thought to reflect common (ideally universal) properties of natural languages. This bias can be incorporated either by identifying a learnable class of languages which contains the language to be learned or by using particular strategies for optimizing parameter values. Examples are drawn largely from two linguistic domains (phonology and syntax) which span major regions of the Chomsky Hierarchy (from regular to context-sensitive classes). The conclusion summarizes the major lessons and open questions that grammatical inference brings to computational linguistics. Table of Contents: List of Figures / List of Tables / Preface / Studying Learning / Formal Learning / Learning Regular Languages / Learning Non-Regular Languages / Lessons Learned and Open Problems / Bibliography / Author Biographies

Grammatical Inference: Algorithms and Applications

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Publisher : Springer
ISBN 13 : 3540457909
Total Pages : 318 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Grammatical Inference: Algorithms and Applications by : Pieter Adriaans

Download or read book Grammatical Inference: Algorithms and Applications written by Pieter Adriaans and published by Springer. This book was released on 2003-08-02 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540584735
Total Pages : 308 pages
Book Rating : 4.5/5 (847 download)

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Book Synopsis Grammatical Inference and Applications by : Rafael C. Carrasco

Download or read book Grammatical Inference and Applications written by Rafael C. Carrasco and published by Springer Science & Business Media. This book was released on 1994-09-07 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the proceedings of the Second International Colloquium on Grammatical Inference (ICGI-94), held in Alicante, Spain in September 1994. Besides 25 research papers carefully selected and refereed by the program committee, the book contains a survey by E. Vidal. The book is devoted to all those aspects of automatic learning that explicitly focus on principles, theory, and applications of grammars and languages. The papers are organized in sections on formal aspects; language modelling and linguistic applications; stochastic approaches, applications and performance analysis; and neural networks, genetic algorithms, and artificial intelligence techniques.

Grammatical Inference: Theoretical Results and Applications

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Publisher : Springer
ISBN 13 : 3642154883
Total Pages : 328 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Grammatical Inference: Theoretical Results and Applications by : José Sempere

Download or read book Grammatical Inference: Theoretical Results and Applications written by José Sempere and published by Springer. This book was released on 2010-09-09 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation This book constitutes the refereed proceedings of the 10th International Colloquium on Grammatical Inference, ICGI 2010, held in Valencia, Spain, in September 2010. The 18 revised full papers and 14 revised short papers presented were carefully reviewed and selected from numerous submissions. The topics of the papers presented vary from theoretical results about the learning of different formal language classes (regular, context-free, context-sensitive, etc.) to application papers on bioinformatics, language modelling or software engineering. Furthermore there are two invited papers on the topics grammatical inference and games and molecules, languages, and automata.

Topics in Grammatical Inference

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Publisher : Springer
ISBN 13 : 3662483955
Total Pages : 247 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Topics in Grammatical Inference by : Jeffrey Heinz

Download or read book Topics in Grammatical Inference written by Jeffrey Heinz and published by Springer. This book was released on 2016-05-04 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 on the main classes of formal languages according to Chomsky's hierarchy, in particular regular and context-free languages; and the final chapter addresses the processing of biosequences. The topics chosen are of foundational interest with relatively mature and established results, algorithms and conclusions. The book will be of value to researchers and graduate students in areas such as theoretical computer science, machine learning, computational linguistics, bioinformatics, and cognitive psychology who are engaged with the study of learning, especially of the structure underlying the concept to be learned. Some knowledge of mathematics and theoretical computer science, including formal language theory, automata theory, formal grammars, and algorithmics, is a prerequisite for reading this book.

Grammatical Inference: Algorithms and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 3540880089
Total Pages : 314 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Grammatical Inference: Algorithms and Applications by : Alexander Clark

Download or read book Grammatical Inference: Algorithms and Applications written by Alexander Clark and published by Springer Science & Business Media. This book was released on 2008-09-11 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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Publisher : Springer Science & Business Media
ISBN 13 : 3540452648
Total Pages : 370 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Grammatical Inference: Algorithms and Applications by : Yasibumi Sakaibara

Download or read book Grammatical Inference: Algorithms and Applications written by Yasibumi Sakaibara and published by Springer Science & Business Media. This book was released on 2006-09-18 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Constraint-based Grammar Formalisms

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Publisher : MIT Press
ISBN 13 : 9780262193245
Total Pages : 212 pages
Book Rating : 4.1/5 (932 download)

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Book Synopsis Constraint-based Grammar Formalisms by : Stuart M. Shieber

Download or read book Constraint-based Grammar Formalisms written by Stuart M. Shieber and published by MIT Press. This book was released on 1992 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Constraint-Based Grammar Formalisms provides the first rigorous mathematical and computational basis for this important area.

Formal Languages and Applications

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Publisher : Springer
ISBN 13 : 3540398864
Total Pages : 612 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Formal Languages and Applications by : Carlos Martin-Vide

Download or read book Formal Languages and Applications written by Carlos Martin-Vide and published by Springer. This book was released on 2013-03-09 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Formal Languages and Applications provides a comprehensive study-aid and self-tutorial for graduates students and researchers. The main results and techniques are presented in an readily accessible manner and accompanied by many references and directions for further research. This carefully edited monograph is intended to be the gateway to formal language theory and its applications, so it is very useful as a review and reference source of information in formal language theory.

Grammatical Inference

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (633 download)

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Book Synopsis Grammatical Inference by : Pieter Adriaans

Download or read book Grammatical Inference written by Pieter Adriaans and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: