Grammatical inference : algorithms, routines and applications

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 intersecti...

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Bibliographic Details
Main Author: Wieczorek, Wojciech.
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, 2017.
Series: Studies in computational intelligence ; v. 673.
Subjects:
Computational linguistics.
Engineering.
Artificial intelligence.
Text processing (Computer science)
Pattern perception.
Grammar.
Computational intelligence.
elektronické knihy
electronic books
ISBN: 9783319468013
9783319468006
Physical Description: 1 online resource (xi, 145 pages) : illustrations

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Table of contents

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100 1 |a Wieczorek, Wojciech. 
245 1 0 |a Grammatical inference :  |b algorithms, routines and applications /  |c Wojciech Wieczorek. 
264 1 |a Cham, Switzerland :  |b Springer,  |c 2017. 
300 |a 1 online resource (xi, 145 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Studies in computational intelligence,  |x 1860-949X ;  |v volume 673 
505 0 |a Introduction -- State Merging Algorithms -- Partition-Based Algorithms -- Substring-Based Algorithms -- Identification Using Mathematical Modeling -- A Decomposition-Based Algorithm -- An Algorithm Based on a Directed Acyclic Word Graph -- Applications of GI Methods in Selected Fields -- A.A Quick Introduction to Python -- B. Python's Tools for Automata, Networks, Genetic Algorithms, and SAT Solving -- C. OML and its Usage in IronPython -- References. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a 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. Though 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. 
504 |a Includes bibliographical references. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Computational linguistics. 
650 0 |a Engineering. 
650 0 |a Artificial intelligence. 
650 0 |a Text processing (Computer science) 
650 0 |a Pattern perception. 
650 0 |a Grammar. 
650 0 |a Computational intelligence. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Printed edition:  |z 9783319468006 
830 0 |a Studies in computational intelligence ;  |v v. 673.  |x 1860-949X 
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