UCS-ILP 2018
Up-and-Coming and Short Papers of ILP 2018

Table of Contents

• Preface 1-5
  Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese

Up-and-Coming Papers

• GPU-Accelerated Hypothesis Cover Set Testing for Learning in Logic 6-20
  Eyad Algahtani, Dimitar Kazakov
• Context-Aware End-To-End Relation Extracting from Clinical Texts with Attention-based Bi-Tree-GRU 21-35
  Dehua Chen, Yunying Wu, Jiajin Le, Qiao Pan
• Heuristic Based Induction of Answer Set Programs, From Default theories to Combinatorial problems 36-51
  Farhad Shakerin, Gopal Gupta
• Using Binary Decision Diagrams to Enumerate Inductive Logic Programming Solutions 52-67
  Hikaru Shindo, Masaaki Nishino, Akihiro Yamamoto

Short Papers

• Tensor-Based Abduction in Horn Propositional Programs 68-75
  Yaniv Aspis, Krysia Broda, Alessandra Russo
• Concept Learning in Engineering based on Refinement Operator 76-83
  Yingbing Hua, Björn Hein
• Lifted Relational Team Embeddings for Predictive Sports Analytics 84-91
  Ondřej Hubáček, Gustav Šourek, Filip Železný
• Mining the Web of Data with Metaqueries 92-99
  Francesca A. Lisi

Presented Papers which Appear Elsewhere

• The Complexity and Generality of Learning Answer Set Programs
  Mark Law, Alessandra Russo, Krysia Broda
  Artificial Intelligence. Volume 259, June 2018, Pages 110-146
• Online Learning of Weighted Relational Rules for Complex Event Recognition
  Nikos Katzouris, Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2018)