Analogical and inductive inference : International Workshop AII '89, Reinhardsbrunn Castle, GDR, October 1-6, 1989, proceedings

K.P. Jantke (ed.)

[目次]

  • 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 inference.- Analogical reasoning for second generation expert systems.- Probabilistic inductive inference of indices in enumerable classes of total recursive functions.- Inductive inference for solving divergence in Knuth-Bendix completion.- Towards a set of inference rules for solving divergence in Knuth-Bendix completion.- Inductive synthesis of programs for symbolic sequences processing.- Inductive synthesis of encoding for algebraic abstract data types.

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この本の情報

書名 Analogical and inductive inference : International Workshop AII '89, Reinhardsbrunn Castle, GDR, October 1-6, 1989, proceedings
著作者等 International Workshop AII
Jantke, Klaus P.
シリーズ名 Lecture notes in computer science
出版元 Springer-Verlag
刊行年月 c1989
ページ数 ix, 338 p.
大きさ 25 cm
ISBN 0387517340
3540517340
NCID BA07366070
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言語 英語
出版国 ドイツ
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