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On the Complexity of Some Inductive Logic Programming Problems
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abductive accuracy algorithm Algorithmic Learning Theory application approach arity Artificial Intelligence association rules attributes background knowledge candidate CILS classification clausal constraints cluster complexity Computer concept conjunction construction contains countermodels cover Data Mining database dataset decision trees defined definite clauses denote distance domain Dzeroski enantiomers evaluation event calculus FoiDL formula function given ground atoms Herbrand Horn clause hypothesis clause hypothesis H ILP systems Inductive Logic Programming instance inverse entailment Knowledge Discovery language Lemma literal schema lookahead MaccEnt Machine Learning maximum entropy method Muggleton negative examples node noun NP-complete numerical literal paper part-of-speech tagging path structure polynomial positive examples predicate logic predicate symbols problem Progol Prolog propositional queries Raedt recursive clauses refinement operator refinement space relational Section Skolem specific subset subsumes subsumption target predicate techniques theorem training sample training set tuple usage declaration variables vowel