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2016 | OriginalPaper | Chapter

Tree Automata Mining

Author : Michal R. Przybylek

Published in: Computational Intelligence

Publisher: Springer International Publishing

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Abstract

This paper [The article is an essentially revised version of conference paper (Przybylek (2013) International Conference on Evolutionary Computation Theory and Applications)] describes a new approach to mine business processes. We define bidirectional tree languages together with their finite models and show how they represent business processes. We offer an algebraic explanation for the phenomenon of an evolutionary metaheuristic “skeletal algorithms”, and show how this explanation gives rise to algorithms for recognition of bidirectional tree automata. We use the algorithms in process mining and in discovering mathematical theories.

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Metadata
Title
Tree Automata Mining
Author
Michal R. Przybylek
Copyright Year
2016
Book
Computational Intelligence

Print ISBN: 978-3-319-23391-8

Electronic ISBN: 978-3-319-23392-5

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-319-23392-5_8

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