Generalisation through negation and predicate invention

The ability to generalise from a small number of examples is a fundamental challenge in machine learning. To tackle this challenge, we introduce an inductive logic programming (ILP) approach that combines negation and predicate invention. Combining these two features allows an ILP system to generali...

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Detalles Bibliográficos
Autores principales: Cerna, DM, Cropper, A
Formato: Conference item
Lenguaje:English
Publicado: Association for the Advancement of Artificial Intelligence 2024