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# Meta-interpretive learning: application to grammatical inference

@article{Muggleton2013MetainterpretiveLA, title={Meta-interpretive learning: application to grammatical inference}, author={Stephen Muggleton and Dianhuan Lin and Niels Pahlavi and Alireza Tamaddoni-Nezhad}, journal={Machine Learning}, year={2013}, volume={94}, pages={25-49} }

- Published 2013 in Machine Learning
DOI:10.1007/s10994-013-5358-3

Despite early interest Predicate Invention has lately been under-explored within ILP. We develop a framework in which predicate invention and recursive generalisations are implemented using abduction with respect to a meta-interpreter. The approach is based on a previously unexplored case of Inverse Entailment for Grammatical Inference of Regular languages. Every abduced grammar H is represented by a conjunction of existentially quantified atomic formulae. Thus ¬H is a universally quantified… CONTINUE READING

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