Inductive Logic Programming: 28th International Conference, Ilp 2018, Ferrara, Italy, September 2-4, 2018, Proceedings

ISBN-13: 9783319999593 / Angielski / Miękka / 2018 / 173 str.

Fabrizio Riguzzi; Elena Bellodi; Riccardo Zese

Opis

This book constitutes the thoroughly refereed post-conference proceedings of the 28th International Conference on Inductive Logic Programming, ILP 2018, held in Ferrara, Italy, in September 2018. The 10 full papers presented were carefully reviewed and selected from numerous submissions.

Spis treści

Derivation reduction of metarules in meta-interpretive learning.- Large-Scale Assessment of Deep Relational Machines.- How much can experimental cost be reduced in active learning of agent strategies?.- Diagnostics of Trains with Semantic Diagnostics Rules.- The game of Bridge: a challenge for ILP.- Sampling-Based SAT/ASP Multi-Model Optimization as a Framework for Probabilistic Inference.- Explaining Black-box Classifiers with ILP - Empowering LIME with Aleph to Approximate Non-linear Decisions with Relational Rules.- Learning Dynamics with Synchronous, Asynchronous and General Semantics.- Was the Year 2000 a Leap Year? Step-wise Narrowing Theories with Metagol.- Targeted End-to-end Knowledge Graph Decomposition.