Titlebook: Inductive Logic Programming; 10th International C James Cussens,Alan Frisch Conference proceedings 2000 Springer-Verlag Berlin Heidelberg 2

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Vítor Santos Costa,Ashwin Srinivasan,Rui Camachounderstanding each others’ perspectives and elaborating some common ground is to be considered in context, within the considered project or perspective. To this end, he provides the reader with a framework and 978-3-642-44312-1978-3-642-20003-8

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鎮(zhèn)痛劑

ILP: Just Do Ition, at 10 years of age ILP now faces a number of new challenges brought on by exciting application opportunities. The purpose of this paper is to interest researchers from other areas of computational logic in contributing their special skill sets to help ILP meet these challenges. The paper presen

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A New Algorithm for Learning Range Restricted Horn Expressionsdentify some pre-fixed and unknown expression by making questions to . and . oracles. This class has been shown to be learnable in previous work. The main contribution of this paper is in presenting a more direct algorithm for the problem which yields an improvement in terms of the number of queries

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Executing Query Packs in ILPselected causes many of these queries to be highly similar. As a consequence, independent execution of all queries may involve a lot of redundant computation. We propose a mechanism for executing a hierarchically structured set of queries (a “query pack”) through which a lot of redundancy in the com

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Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions we propose computational solutions to some relevant issues raised by the multiple predicate learning problem. A separate-and-parallel-conquer search strategy is adopted to interleave the learning of clauses supplying predicates with mutually recursive definitions. A novel generality order to be imp

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