• Kristina Yordanova. Extracting Planning Operators from Instructional Texts for Behaviour Interpretation. In German Conference on Artificial Intelligence, Berlin, Germany, 2018. to appear
  • Kristina Yordanova, Sebastian Bader, Sarah Weschke, Frank Krüger, Judith Henf, Stefan Teipel, Thomas Kirste. Discovery of Causal Relations in the Challenging Behaviour of People with Dementia. In IEEE International Conference on Pervasive Computing and Communications (PerCom WiP Session), Athens, Greece, 2018 [full text]
  • Kristina Yordanova, Adeline Paiement, Max Schröder, Emma Tonkin, Przemyslaw Woznowski, Carl Magnus Olsson, Joseph Rafferty, Timo Sztyler. Challenges in Annotation of useR Data for UbiquitOUs Systems: Results from the 1st ARDUOUS Workshop. In Technical Report, arXiv preprint, arXiv:1803.05843, 2018 [full text]


  • Kristina Yordanova, Carlos Monserrat, David Nieves, José Hernández-Orallo. Knowledge Extraction from Task Narratives. In Proceedings of 4th International Workshop on Sensor-based Activity Recognition and Interaction, Rostock, Germany, 2017 [full text]
  • Kristina Yordanova. Automatic Generation of Situation Models for Plan Recognition Problems. In Proceedings of Recent Advances in Natural Language Processing, Varna, Bulgaria, 2017 [full text]
  • Kristina Yordanova. A Simple Model for Improving the Performance of the Stanford Parser for Action Detection in Textual Instructions. In Proceedings of Recent Advances in Natural Language Processing, Varna, Bulgaria, 2017 [full text]
  • Kristina Yordanova. TextToHBM: A Generalised Approach to Learning Models of Human Behaviour for Activity Recognition from Textual Instructions.  In AAAI Workshop Proceedings (PAIR 2017), 2017 [full text]


  • Kristina Yordanova. From Textual Instructions to Sensor-based Recognition of User Behaviour.  In Companion Proceedings of the ACM International Conference on Intelligent User Interfaces (IUI 2016), Sonoma, CA, 2016 [full text]
  • Kristina Yordanova, Thomas Kirste. Learning Models of Human Behaviour from Textual Instructions.  In Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), Rome, Italy, 2016 [full text]


  • Kristina Yordanova. Time Series from Textual Instructions for Causal Relations Discovery (Causal Relations Dataset), University Library, University of Rostock, 2015 [full text]
  • Kristina Yordanova. Discovering Causal Relations in Textual Instructions.  In Proceedings of Recent Advances in Natural Language Processing, Hissar, Bulgaria, 2015 [full text]