Grammatical Inference: Algorithms, Routines and Applications (Studies in Computational Intelligence)

Author: Wojciech Wieczorek
Publisher: Springer International Publishing AG
Category: Technology & Engineering, Engineering
Book Format: Paperback

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.>

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

(BK-9783319835891)

SKU BK-9783319835891
Barcode # 9783319835891
Brand Springer International Publishing AG
Artist / Author Wojciech Wieczorek
Shipping Weight 0.0025kg
Shipping Width 0.160m
Shipping Height 0.010m
Shipping Length 0.230m
Assembled Length 23.390m
Assembled Height 0.860m
Assembled Width 15.600m
Type Paperback

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