Advances in Inductive Logic ProgrammingLuc de Raedt |
Contents
The Inductive Logic Programming Project | 3 |
First Order Theory Refinement | 14 |
Predicate Invention in Inductive Logic Programming | 34 |
Copyright | |
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Common terms and phrases
abducible predicates abductive theory algorithm applications approach argument arity Artificial Intelligence background knowledge background predicates background theory base clause Bergadano C₁ clause set complete Computer concept Conference on Machine consistent decision tree defined derivation disjoint union domain domain theory Džeroski encoding extensionally covers FOIL framework given GOLEM heuristic Horn clauses hypothesis space ILP project ILP systems inductive learning Inductive Logic Programming input integrity constraints International Workshop Katholieke Universiteit Leuven language bias learnability learning system Logic Pro Machine Learning method Morgan Kaufmann Muggleton negative examples operator output polynomial positive and negative positive examples predicate invention Proc Prolog propositional Raedt recursive clause recursive definitions recursive theory refinement relation representation RIPPER rules saturations search bias semantics set of clauses SKILit Stephen Muggleton stochastic structure T₁ target predicate techniques theory revision TRACY TRACYnot training examples training set Workshop on Inductive