Inductive Logic Programming: 29th International Conference, Ilp 2019, Plovdiv, Bulgaria, September 3-5, 2019, Proceedings

ISBN-13: 9783030492090 / Angielski / Miękka / 2020 / 145 str.

Dimitar Kazakov; Can Erten

Spis treści

CONNER: A Concurrent ILP Learner in Description Logic.- Towards Meta-interpretive Learning of Programming Language Semantics.- Towards an ILP Application in Machine Ethics.- On the Relation Between Loss Functions and T-Norms.- Rapid Restart Hill Climbing for Learning Description Logic Concepts.- Neural Networks for Relational Data.- Learning Logic Programs from Noisy State Transition Data.- A New Algorithm for Computing Least Generalization of a Set of Atoms.- LazyBum: Decision Tree Learning Using Lazy Propositionalization.- Weight Your Words: the Effect of Different Weighting Schemes on Wordification Performance.- Learning Probabilistic Logic Programs over Continuous Data.