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Record Nr. |
UNISA996465729803316 |
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Titolo |
Analogical and Inductive Inference [[electronic resource] ] : International Workshop AII '89 Reinhardsbrunn Castle, GDR, October 1-6, 1989, Proceedings / / edited by Klaus P. Jantke |
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Pubbl/distr/stampa |
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Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1989 |
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ISBN |
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Edizione |
[1st ed. 1989.] |
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Descrizione fisica |
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1 online resource (IX, 338 p.) |
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Collana |
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Lecture Notes in Artificial Intelligence ; ; 397 |
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Disciplina |
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Soggetti |
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Artificial intelligence |
Computer programming |
Computer logic |
Mathematical logic |
Artificial Intelligence |
Programming Techniques |
Logics and Meanings of Programs |
Mathematical Logic and Foundations |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di contenuto |
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Inductive inference from good examples -- Inductive inference, DFAs, and computational complexity -- Why and how program synthesis? -- Some thoughts on the role of examples in program transformation and its relevance for explanation-based learning -- Towards representation independence in PAC learning -- Learning context-free languages efficiently -- Learning programs with an easy to calculate set of errors -- Inductive inference up to immune sets -- Refined query inference -- Learning ?-regular languages from queries and counter-examples (a preliminary report) -- A refutation of Barzdins' conjecture -- Generalizing multiple examples in explanation based learning -- Nested hyper-rectangles for exemplar-based learning -- Second-order inductive learning -- Modes of analogy -- Some aspects of analogy in mathematical reasoning -- A sketch of analogy as reasoning with equality hypotheses -- Analogical inference as generalised inductive |
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