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  String Extension Learning Using Lattices

Kasprzik, A., & Kötzing, T. (2010). String Extension Learning Using Lattices. In C. Martin-Vide, H. Fernau, & A. H. Dediu (Eds.), Language and Automata Theory and Applications (pp. 380-391). Berlin: Springer. doi:10.1007/978-3-642-13089-2_32.

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 Creators:
Kasprzik, Anna1, Author
Kötzing, Timo2, Author           
Affiliations:
1External Organizations, ou_persistent22              
2Algorithms and Complexity, MPI for Informatics, Max Planck Society, ou_24019              

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 Abstract: The class of regular languages is not identifiable from positive data in Gold's language learning model. Many attempts have been made to define interesting classes that \emph{are} learnable in this model, preferably with the associated learner having certain advantageous properties. Heinz '09 presents a set of language classes called \emph{String Extension (Learning) Classes}, and shows it to have several desirable properties. In the present paper, we extend the notion of String Extension Classes by basing it on \emph{lattices} and formally establish further useful properties resulting from this extension. Using lattices enables us to cover a larger range of language classes including the \emph{pattern languages}, as well as to give various ways of \emph{characterizing} String Extension Classes and its learners. We believe this paper to show that String Extension Classes are learnable in a \emph{very natural way}, and thus worthy of further study.

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Language(s): eng - English
 Dates: 20102010
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 536745
DOI: 10.1007/978-3-642-13089-2_32
URI: http://dx.doi.org/10.1007/978-3-642-13089-2_32
Other: Local-ID: C1256428004B93B8-5FEDD4619F6CF932C12577F8005126C6-Koetzing2010LatticeLearning
 Degree: -

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Title: 4th International Conference on Language and Automata Theory and Applications
Place of Event: Trier, Germany
Start-/End Date: 2010-05-24 - 2010-05-28

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Title: Language and Automata Theory and Applications
  Abbreviation : LATA 2010
  Subtitle : 4th International Conference, LATA 2010
Source Genre: Proceedings
 Creator(s):
Martin-Vide, Carlos1, Editor
Fernau, Henning1, Editor
Dediu, Adrian Horia1, Editor
Affiliations:
1 External Organizations, ou_persistent22            
Publ. Info: Berlin : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 380 - 391 Identifier: ISBN: 978-3-642-13088-5

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Title: Lecture Notes in Computer Science
  Abbreviation : LNCS
Source Genre: Series
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Publ. Info: -
Pages: - Volume / Issue: 6031 Sequence Number: - Start / End Page: - Identifier: -