Learning Picture Languages Represented as Strings
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F20%3A10424538" target="_blank" >RIV/00216208:11320/20:10424538 - isvavai.cz</a>
Result on the web
<a href="https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18494/17647" target="_blank" >https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18494/17647</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Learning Picture Languages Represented as Strings
Original language description
Analysis of two-dimensional (picture) formal languages is of similar importance as analysis of their one-dimensional (string) counterparts but is lacking state-of-the-art algorithms for their learning. In this paper, we introduce a new representation of picture languages based on mapping pictures to strings. The representation enables to learn picture languages by applying methods of grammatical inference for string languages. We propose a learning protocol and evaluate it on several picture languages.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, Originally to be held in North Miami Beach, Florida, USA, May 17-20, 2020
ISBN
978-1-57735-821-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
529-532
Publisher name
AAAI Press
Place of publication
Neuveden
Event location
North Miami Beach, Florida, USA
Event date
May 17, 2020
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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