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Meta-interpretive learning as metarule specialisation

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Publication:2102414
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DOI10.1007/s10994-022-06156-1OpenAlexW3171387949MaRDI QIDQ2102414

S. Patsantzis, Stephen H. Muggleton

Publication date: 28 November 2022

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2106.07464

zbMATH Keywords

inductive logic programmingmachine learningmeta interpretive learningtop program constructionmetarule learningmetarulessecond order learning


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)




Cites Work

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  • Meta-interpretive learning of higher-order dyadic datalog: predicate invention revisited
  • Flattening and saturation: Two representation changes for generalization
  • Foundations of inductive logic programming
  • Top program construction and reduction for polynomial time meta-interpretive learning
  • Learning programs by learning from failures
  • Meta-interpretive learning: application to grammatical inference
  • Inductive Logic Programming: Theory and methods
  • Exploiting Answer Set Programming with External Sources for Meta-Interpretive Learning
  • Learning Explanatory Rules from Noisy Data
  • Derivation Reduction of Metarules in Meta-interpretive Learning
  • A Machine-Oriented Logic Based on the Resolution Principle
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