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 (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edition:1st ed. 2017.
Series:Studies in Computational Intelligence, 673
Subjects:
Computational intelligence.
Artificial intelligence.
Linguistics.
Natural language processing (Computer science).
Pattern recognition systems.
Computational Intelligence.
Artificial Intelligence.
Theoretical Linguistics / Grammar.
Natural Language Processing (NLP).
Automated Pattern Recognition.
Online Access:Full-text access
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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