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 agentstrategies?.-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 Alephto 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.