Analogical and inductive inference : International Workshop AII '89, Reinhardsbrunn Castle, GDR, October 1-6, 1989, proceedings
著者
書誌事項
Analogical and inductive inference : International Workshop AII '89, Reinhardsbrunn Castle, GDR, October 1-6, 1989, proceedings
(Lecture notes in computer science, 397 . Lecture notes in artificial intelligence)
Springer-Verlag, c1989
- : gw
- : us
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注記
Includes bibliographical references
内容説明・目次
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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