Inductive Logic Programming: Selected PapersSpringer,., 2003 - Logic programming |
Contents
Contributed Papers | 1 |
Efficient and Effective Induction of First Order Decision Lists | 17 |
Learning with Feature Description Logics | 32 |
Copyright | |
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Common terms and phrases
abstract accuracy application approach Artificial Intelligence atoms autocorrelation Bayesian network bias binary BUFOIDL C-set classifier clause Computer concept conceptual graphs constraint construction covered Data Mining database dataset decision lists defined Definition described description logic different seeds discovery distribution domain Džeroski efficient encoding ensemble evaluation Event Calculus experiments first-order FOIDL function genetic heuristic holds_at hyperedges ILP systems individuals Inductive Logic Programming input intron iteration kernel knowledge representation labels language learning algorithms LNAI logical sequence Machine Learning method models Muggleton multisets negative examples nodes objects parameter patterns performance polynomial population positive examples predicate probabilistic probability problem Proc procedure Proceedings Progol pruning Raedt random relational data relational data mining representation represented revision robot ROC curve rules s-literals sampling search space selection SG-GP Springer-Verlag structure SubdueCL subset substructures subsumption task term tree test set theory training set variables