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Lecture Notes in Computer Science
Several upgrades of Attribute-Value learning to Inductive Logic Programming have been proposed and used successfully. However, the Top-Down Data-Driven strategy, popularised by the AQ family, has not yet been transferred to ILP: if the idea of reducing the hypothesis space by covering a seed example is utilised with systems like PRO-GOL, Aleph or MIO, these systems do not benefit from the associated data-driven specialisation operator. This operator is given an incorrect hypothesis h and adoi:10.1007/978-3-540-73847-3_13 fatcat:lwhdz64qurbrnlqtzhhnka7e6e