2022

• E. L. Tonkin and K. Yordanova, Pervasive Healthcare: Privacy and Security in Data Annotation, in IEEE Pervasive Computing, vol. 21, no. 4, pp. 83-87, 1 Oct.-Dec. 2022, doi: 10.1109/MPRV.2022.3196965. [full text]
• Prashant Srivastava, Saptarshi Bej, Kristian Schultz, Kristina Yordanova and Olaf Wolkenhauer. Attention Retrieval Model for Entity Relation Extraction From Biological Literature. in IEEE Access, vol. 10, pp. 22429-22440, 2022, doi: 10.1109/ACCESS.2022.3154820 [full text]
• Sumaiya Suravee, Teodor Stoev, David Schindler, Iris Hochgraeber, Christiane Pinkert, Bernhard Holle, Margareta Halek, Frank Krüger, Kristina Yordanova. Annotation Scheme for Named Entity Recognition and Relation Extraction Tasks in the Domain of People with Dementia. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops). Virtual conference. March 2022. to appear
• Andrea Ferrario, Minxia Luo, Angelina J Polsinelli, Suzanne A Moseley, Matthias R Mehl, Kristina Yordanova, Mike Martin, Burcu Demiray. Predicting Working Memory in Healthy Older Adults Using Real-Life Language and Social Context Information: A Machine Learning Approach. JMIR Aging. 2022 [full text]

2021

• Prashant Srivastava, Saptarshi Bej, Kristina Yordanova, Olaf Wolkenhauer. Self-Attention-Based Models for the Extraction of Molecular Interactions from Biological Texts. Biomolecules. 2021. 11(11): 1591 [full text]
• Iris Hochgraeber, Christiane Pinkert, Sumaiya Suravee, Stefan Lüdtke, Margareta Halek, Bernhard Holle. Wissenschaftsbasierte Ontologieentwicklung als Grundlage für KI-basierte Beratung von pflegenden Angehörigen. Einblicke in das Projekt eDEM-CONNECT. 20. deutscher Kongress für Versorgungsforschung 2021.
• Teodor Stoev, Aandrea Ferrario, Burcu Demiray, Minxia Luo, Mike Martin, Kristina Yordanova. Coping with Imbalanced Data in the Automated Detection of Reminiscence from Everyday Life Conversations of Older Adults. IEEE Access, 2021. [full text]
• Teodor Stoev, Kristina Yordanova. BehavE: Behaviour Understanding through Automated Generation of Situation Models . In Proceedings of the 44th German Conference on Artificial Intelligence KI2021. Virtual conference. July 2021 (to appear)
• Moh’d Abuazizeh, Thomas Kirste, Kristina Yordanova. Affect-aware Conversational Agent for Intelligent Tutoring of Students in Nursing Subjects. In Proceedings of the 17th International Conference on Intelligent Tutoring Systems. Virtual conference. April 2021 [full text]
• Tomasz Sosnowski and Kristina Yordanova. Antonym Disambiguation for a German-language Conversational Intelligent Tutoring System. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (Work in Progress Session). Virtual conference. March 2021 [full text]
• Juan Ye, Michael J. O’Grady, Gabriele Civitarese, Kristina Yordanova. Wireless Mobile Communication and Healthcare – 9th EAI International Conference, MobiHealth 2020, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Virtual Event, November 19, 2020, Proceedings. Springer 2021, ISBN 978-3-030-70568-8 [full text]

2020

• Andrea Ferrario, Burcu Demiray, Kristina Yordanova, Minxia Luo, Mike Martin. Social Reminiscence in Older Adults’ Everyday Conversations: Automated Detection Using Natural Language Processing and Machine Learning. Journal of Medical Internet Research. 2020. 22(9):e19133 [full text]
• Tomasz Sosnowski and Kristina Yordanova. A Probabilistic Conversational Agent for Intelligent Tutoring Systems. In Proceedings of PErvasive Technologies Related to Assistive Environments Conference. Corfu, Greece. July 2020. [full text]
• Moh’d Abuazizeh, Thomas Kirste, Kristina Yordanova. Computational State Space Model for Intelligent Tutoring of Students in Nursing Subjects. In Proceedings of PErvasive Technologies Related to Assistive Environments Conference. Corfu, Greece. July 2020. [full text]
• Kristina Yordanova. Towards Automated Generation of Semantic Annotation for Activity Recognition Problems. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops). Austin, Texas. 2020 [full text]
• Debajyoti Paul Chowdhury, Arghya Biswas, Tomasz Sosnowski, Kristina Yordanova. Towards Evaluating Plan Generation Approaches with Instructional Texts. arXiv preprint. arXiv:2001.04186. January 2020. [full text]
• Kristina Yordanova, Albert Hein, Thomas Kirste. Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops). Austin, Texas. 2020 [full text]
• Kristina Yordanova, Albert Hein, Thomas Kirste. Artifact Abstract: Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom). Austin, Texas. March 2020. [full text]

2019

• Kristina Y. Yordanova, Burcu Demiray, Matthias R. Mehl, Mike Martin. Automatic Detection of Everyday Social Behaviours and Environments from Verbatim Transcripts of Daily Conversations. In Proceedings of IEEE International Conference on Pervasive Computing and Communications. Kyoto, Japan. 2019. [full text]
• Kristina Y. Yordanova. Ontologies to Support Patients With Dementia. Reference Module in Biomedical Sciences. Elsevier. 2019. [full text]
• David Schindler, Kristina Yordanova, Frank Krüger. An annotation scheme for references to research artefacts in scientific publications. Workshops Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops). Kyoto, Japan. 2019. [full text]
• Kristina Yordanova. Challenges Providing Ground Truth for Pervasive Healthcare Systems. In IEEE Pervasive Computing 18(2):100-104. 2019 [full text]
• Kristina Yordanova, Stefan Lüdtke, Samuel Whitehouse, Frank Krüger, Adeline Paiement, Majid Mirmehdi, Ian Craddock, Thomas Kirste. Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring. In Sensors, 2019 [full text]

2018

• Kristina Yordanova. Extracting Planning Operators from Instructional Texts for Behaviour Interpretation. In German Conference on Artificial Intelligence, Berlin, Germany, 2018. [full text]
• Samuel Whitehouse, Kristina Yordanova, Stefan Lüdtke, Adeline Paiement, Majid Mirmehdi. Evaluation of cupboard door sensors for improving activity recognition in the kitchen. In Workshops Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops), Athens, Greece, 2018. [full text]
• Kristina Yordanova and Frank Krüger. Creating and Exploring Semantic Annotation for Behaviour Analysis. In Sensors, 2018 [full text]
• Emma L. Tonkin,  Alison Burrows, Przemysław R. Woznowski, Pawel Laskowski, Kristina Y. Yordanova, Niall Twomey, Ian J Craddock. Talk, Text, Tag? Understanding Self-Annotation of Smart Home Data from a User’s Perspective. In Sensors, 2018 [full text]

2017

• 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]
• Przemyslaw Woznowski, Emma Tonkin, Pawel Laskowski, Niall Twomey, Kristina Yordanova, Alison Burrow. Talk, text or tag? The development of a self-annotation app for activity recognition in smart environments.  In Proceedings of the 1st International Workshop on Annotation of useR Data for UbiquitOUs Systems (ARDUOUS), PerCom 2017, Hawaii, USA, 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, Samuel Whitehouse, Adeline Paiement, Majid Mirmehdi, Thomas Kirste, Ian Craddock. What’s cooking and Why? Behaviour Recognition during Unscripted Cooking Tasks for Health Monitoring.  In Companion Proceedings of PerCom 2017 (Work in Progress Session), Hawaii, USA, 2017. Best work in progress paper award [full text]