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CORR
2000
Springer
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14 years 3 days ago
Scaling Up Inductive Logic Programming by Learning from Interpretations
When comparing inductive logic programming (ILP) and attribute-value learning techniques, there is a trade-off between expressive power and efficiency. Inductive logic programming ...
Hendrik Blockeel, Luc De Raedt, Nico Jacobs, Bart ...
ECSQARU
2007
Springer
14 years 6 months ago
Language Invariance and Spectrum Exchangeability in Inductive Logic
A sufficient condition is given for a probability function in Inductive Logic (with relations of all arities) satisfying spectrum exchangeability to additionally satisfy Language ...
Jürgen Landes, Jeff B. Paris, Alena Vencovsk&...
ICLA
2009
Springer
14 years 6 months ago
Instantial Relevance in Polyadic Inductive Logic
Abstract. We show that under the assumptions of Spectrum Exchangeability and Language Invariance the so called Only Rule, a principle of instantial relevance previously know for un...
Jürgen Landes, Jeff B. Paris, Alena Vencovsk&...