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cs.LG2000
Scaling Up Inductive Logic Programming by Learning from Interpretations
Hendrik Blockeel, Luc De Raedt, Nico Jacobs +1
When comparing inductive logic programming (ILP) and attribute-value learning techniques, there is a trade-off between expressive power and efficiency. Inductive logic programming…
cs.LG2000
Top-down induction of clustering trees
Hendrik Blockeel, Luc De Raedt, Jan Ramon
An approach to clustering is presented that adapts the basic top-down induction of decision trees method towards clustering. To this aim, it employs the principles of instance base…