Analogical and Inductive Inference : International Workshop All '89 Reinhardsbrunn Castle, GDR, October 1-6, 1989 Proceedings / edited by Klaus P. Jantke
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
