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Monotonic and Dual Monotonic Language Learning (1992)  (Make Corrections)  (9 citations)
Steffen Lange HTWK Leipzig FB Mathematik und Informatik 04251 Leipzig Germany ...
Theoretical Computer Science



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Abstract: Monotonic and dual monotonic language learning from positive as well as from positive and negative examples is investigated. Three different notions of monotonicity are considered. Each of them reflects an alternative formalization of the requirement that the learner has to produce better and better generalizations when fed more and more data on the concept to be learned. Strong--monotonicity absolutely requires that only better and better generalizations be produced. Monotonic learning... (Update)

Context of citations to this paper:   More

.... some learner can succeed on the pattern languages from noise free informants and on its first guess as to a correct grammar (see [LZK95]) The class 2 Again for language learning from positive data and with learners outputting grammars, a somewhat related negative result...

.... some learner can succeed on the pattern languages from noise free informants and on its first guess as to a correct grammar (see [LZK96] The class of languages formed by taking the union of two pattern languages can be Ex learned from texts [Shi83] however, this class...

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Set-Driven and Rearrangement-Independent Learning of.. - Steffen Lange Htwk (1996)   (Correct)
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BibTeX entry:   (Update)

Lange, S., Zeugmann, T., and Kapur, S. (1992), Monotonic and dual monotonic language learning, to appear in Theoretical Computer Science. A prelimary version appeared as GOSLER-Report 14/94, TH Leipzig, FB Mathematik und Informatik, August 1992. http://citeseer.ist.psu.edu/lange92monotonic.html   More

@article{ lange96monotonic,
    author = "Steffen Lange and Thomas Zeugmann and Shyam Kapur",
    title = "Monotonic and dual monotonic language learning",
    journal = "Theoretical Computer Science",
    volume = "155",
    number = "2",
    pages = "365--410",
    year = "1996",
    url = "citeseer.ist.psu.edu/lange92monotonic.html" }
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190   Inductive inference: theory and methods (context) - Angluin, Smith - 1983
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156   Inductive inference of formal languages from positive data (context) - Angluin - 1980
144   Computational limitations on learning from examples (context) - Pitt, Valiant
142   Finding patterns common to a set of strings (context) - Angluin - 1980
134   Formal Languages and their Relation to Automata (context) - Hopcroft, Ullman - 1979
113   Toward a mathematical theory of inductive inference (context) - Blum, Blum - 1975
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61   Polynomial-time inference of arbitrary pattern languages (context) - Lange, Wiehagen - 1991
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