Improving the Efficiency of Inductive Logic Programming Through the Use of Query Packs

Inductive logic programming, or relational learning, is a powerful paradigm for machine learning or data mining. However, in order for ILP to become practically useful, the efficiency of ILP systems must improve substantially. To this end, the notion of a query pack is introduced: it structures sets...

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Veröffentlicht in:	The Journal of artificial intelligence research 2002-01, Vol.16, p.135-166
Hauptverfasser:	Blockeel, H., Dehaspe, L., Demoen, B., Janssens, G., Ramon, J., Vandecasteele, H.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial intelligence Data mining Efficiency Empirical analysis Logic programming Machine learning Queries
Online-Zugang:	Volltext
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