Inductive Logic Programming 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Proceedings

This book constitutes the refereed 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. Inductive Logic Programming...

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Bibliographic Details
Other Authors: Riguzzi, Fabrizio (Editor), Bellodi, Elena (Editor), Zese, Riccardo (Editor)
Format: eBook
Published: Cham Springer International Publishing 2018, 2018
Edition:1st ed. 2018
Series:Lecture Notes in Artificial Intelligence
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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