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)