Publications

  1. Paolo Frasconi, Fabrizio Costa, Luc De Raedt, Kurt De Grave (2014). kLog: A Language for Logical and Relational Learning with Kernels. Artificial Intelligence 217:117–143 Website Abstract
  2. Mathias Verbeke, Paolo Frasconi, Kurt De Grave, Fabrizio Costa, Luc De Raedt (2014). kLogNLP: Graph kernel--based relational learning of natural language. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations Website Abstract
  3. Laura Antanas, McElory Hoffmann, Paolo Frasconi, Tinne Tuytelaars, Luc De Raedt (2013). A relational kernel-based approach to scene classification. IEEE Workshop on Applications of Computer Vision 0:133–139 In None (pp. 133–139) Abstract
  4. Mathias Verbeke, Vincent Van Asch, Roser Morante, Paolo Frasconi, Walter Daelemans, Luc De Raedt (2012). A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories. In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) (pp. 579–589) Abstract
  5. Parisa Kordjamshidi, Paolo Frasconi, Martijn Van Otterlo, Marie-Francine Moens, Luc De Raedt (2012). Spatial Relation Extraction using Relational Learning. In Stephen Muggleton, Alireza Tamaddoni-Nezhad, Francesca A Lisi (eds.), 21st International Conference on Inductive Logic Programming (ILP'11) Lecture Notes in Computer Science (pp. 204–220) Abstract
  6. Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt (2012). Kernel-based Logical and Relational Learning with kLog for Hedge Cue Detection. In Stephen Muggleton, Alireza Tamaddoni-Nezhad, Francesca A Lisi (eds.), 21st International Conference on Inductive Logic Programming (ILP'11) Lecture Notes in Computer Science (pp. 347–357) Abstract
  7. Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt (2012). Kernel-based Logical and Relational Learning with kLog for Hedge Cue Detection. In Meeting of Computational Linguistics in The Netherlands (CLIN)
  8. Mathias Verbeke, Roser Morante, Paolo Frasconi, Luc De Raedt (2012). A statistical relational learning approach to identify sections in scientific abstracts using sentence and document structure. In Proceedings of the 21st Belgian-Dutch Conference on Machine Learning (BeNeLearn 2012)
  9. Laura Antanas, Paolo Frasconi, Fabrizio Costa, Tinne Tuytelaars, Luc De Raedt (2012). A Relational Kernel-Based Framework for Hierarchical Image Understanding. In Georgy L Gimel'farb, Edwin R Hancock, Atsushi Imiya, Arjan Kuijper, Mineichi Kudo, Shinichiro Omachi, Terry Windeatt, Keiji Yamada (eds.), Proc. of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition (SSPR{\&}SPR 2012) Lecture Notes in Computer Science (pp. 171–180) Abstract
  10. Laura Antanas, Paolo Frasconi, Tinne Tuytelaars, Luc De Raedt (2011). Employing logical languages for image understanding. IEEE Workshop on Kernels and Distances for Computer Vision, International Conference on Computer Vision, Barcelona, Spain, 13 November 2011.
  11. Fabrizio Costa, Mathias Verbeke, Luc De Raedt (2014). Relational regularization and feature ranking. In Proceedings of the 14th SIAM International Conference on Data Mining Abstract
  12. A van den Berghe, J Van Haaren, S Van Baelen, Y Berbers, W Joosen (2012). Towards an Automated Pattern Selection Procedure in Software Models. In Late Breaking Papers of the Twenty-Second International Conference on Inductive Logic Programming (ILP-2012) (pp. 68–73) art.nr. 8. Abstract
  13. J Van Haaren, G Van den Broeck (2011). Relational Learning for Football-Related Predictions. In Latest Advances in Inductive Logic Programming. Twenty-First International Conference on Inductive Logic Programming (ILP-2011) Abstract