Learning big logical rules by joining small rules

A major challenge in inductive logic programming is learning big rules. To address this challenge, we introduce an approach where we join small rules to learn big rules. We implement our approach in a constraint-driven system and use constraint solvers to efficiently join rules. Our experiments on m...

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Bibliographic Details
Main Authors: Hocquette, C, Niskanen, A, Morel, R, Järvisalo, M, Cropper, A
Format: Conference item
Language:English
Published: International Joint Conferences on Artificial Intelligence 2024