Incremental learning of event definitions with inductive logic programming

DOI10.1007/s10994-015-5512-1zbMath1341.68159arXiv1402.5988OpenAlexW1500684598MaRDI QIDQ747281

Nikos Katzouris, Georgios Paliouras, Alexander Artikis

Publication date: 23 October 2015

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

Full work available at URL: https://arxiv.org/abs/1402.5988

zbMATH Keywords

incremental learningevent recognitionabductive-inductive logic programmingevent calculus

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35) Logic programming (68N17)

Related Items (17)

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Uses Software

• Subsumer

Cites Work

• Unnamed Item
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• Unnamed Item
• ILP turns 20. Biography and future challenges
• A logic-based calculus of events
• Nonmonotonic abductive inductive learning
• Deriving non-zeno behaviour models from goal models using ILP
• Structured machine learning: the next ten years
• Iterated belief revision, revised
• Multistrategy theory revision: Induction and abduction in INTHELEX
• Using the bottom clause and mode declarations in FOL theory revision from examples
• Meta-interpretive learning: application to grammatical inference
• INDUCTIVE LOGIC PROGRAMMING AS ABDUCTIVE SEARCH
• Subsumer: A Prolog theta-subsumption engine
• An Inductive Approach for Modal Transition System Refinement
• Learning Through Hypothesis Refinement Using Answer Set Programming
• Induction on Failure: Learning Connected Horn Theories
• Inductive Logic Programming: Theory and methods
• Induction from answer sets in nonmonotonic logic programs
• Abductive Logic Programming
• AI*IA 2005: Advances in Artificial Intelligence
• Inductive Logic Programming
• Fast theta-subsumption with constraint satisfaction algorithms
• Inductive Logic Programming
• Inductive Logic Programming

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