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A note on polynomial-time inference of k-variable pattern languages

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 543))

Abstract

A pattern is a finite string of constants and variables. The language of a pattern is the set of strings which can be óbtained by substituting non-null strings for the variables in the pattern. We consider the problem of learning pattern languages from positive example. We show that, for every k, the whole family of k-variable pattern languages can be identified in the limit by a consistent polynomial-time strategy.

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References

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J. Dix K. P. Jantke P. H. Schmitt

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© 1991 Springer-Verlag Berlin Heidelberg

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Lange, S. (1991). A note on polynomial-time inference of k-variable pattern languages. In: Dix, J., Jantke, K.P., Schmitt, P.H. (eds) Nonmonotonic and Inductive Logic. NIL 1990. Lecture Notes in Computer Science, vol 543. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0023323

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  • DOI: https://doi.org/10.1007/BFb0023323

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-54564-4

  • Online ISBN: 978-3-540-38469-4

  • eBook Packages: Springer Book Archive

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