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 Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, 2017.
SeriesStudies in computational intelligence ; v. 673.
Subjects
Computational linguistics.
Engineering.
Artificial intelligence.
Text processing (Computer science)
Pattern perception.
Grammar.
Computational intelligence.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319468013
9783319468006
ISSN1860-949X ;
Physical Description1 online resource (xi, 145 pages) : illustrations

Cover

Table of Contents:
  • 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.

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