Error correcting analysis for tree languages

Citation
D. Lopez et al., Error correcting analysis for tree languages, INT J PATT, 14(3), 2000, pp. 357-368
Citations number
17
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
ISSN journal
02180014 → ACNP
Volume
14
Issue
3
Year of publication
2000
Pages
357 - 368
Database
ISI
SICI code
0218-0014(200005)14:3<357:ECAFTL>2.0.ZU;2-0
Abstract
To undertake a syntactic approach to a pattern recognition problem, it is n ecessary to have good grammatical models as well as good parsing algorithms that allow distorted samples to be classified. There are several methods t hat obtain, by taking two trees as input, the editing distance between them . In the following work, a polynomial time algorithm which processes the di stance between a tree and a tree automaton is presented. This measure can b e used in pattern recognition problems as an error model inside a syntactic classifier.