2024

• D. Yadav, S. Suravee, T. Strauß, K. Yordanova (2024). Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models. Proceedings of the 4th Workshop on Multi-lingual Representation Learning at EMNLP 2024. Association for Computational Linguistics (ACL).
• S. Suravee, T. Stoev, K. Yordanova, S. Konow (2024). Assessing Large Language Models for annotating data in Dementia-Related texts: A Comparative Study with Human Annotators. Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft für Informatik (GI)
• T. Stoev, S. Suravee, K. Yordanova (2024). Variability of annotations over time. An experimental study in the dementia-related named entity recognition domain. Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft für Informatik (GI)
• D. Yadav, E. Tonkin, T. Stoev, K. Yordanova (2024). A Comparative Analysis on Machine Learning Techniques for Research Metadata: the ARDUOUS Case Study. Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft für Informatik (GI).
• F. Krüger, D. Waltemath, R. Ludwig, M. Schröder, U. Henny-Krahmer, S. Spors, S. Scheel, R. Schneider, J. Novak, S. Schmidt, S. Schick, K. Yordanova, S. Al-Suadi, M. Becker, H. Beelich, D. Bläsing, C. Brock, I. Bruder, K. Budde-Sagert, … O. Zielinski (2024). Bedarfsermittlung für die FDM-Landesinitiative in Mecklenburg-Vorpommern. Zenodo [full text].
• Philipp Adämmer, Jan Prüser and Rainer Schüssler (2024). Forecasting Macroeconomic Tail Risk in Real Time: Do Textual Data Add Value?. International Journal of Forecasting, Forthcoming [full text].
• Robert Wagner, Dagmar Waltemath, Kristina Yordanova and Markus M. Becker. Towards FAIR Data Workflows for Multidisciplinary Science: Ongoing Endeavors and Future Perspectives in Plasma Technology. In Proceedings of International Conference on Data Science, Technology and Applications. 2024
• Minxia Luo, Kristina Yordanova, Birthe Macdonald, Gizem Hülür, Routineness of Social Interactions is Associated with Higher Affective Well-Being in Older Adults, The Journals of Gerontology: Series B, 2024;, gbae057 [full text].
• S. Zolfaghari, T. Stoev and K. Yordanova, "Enhancing Kitchen Activity Recognition: A Benchmark Study of the Rostock KTA Dataset," in IEEE Access, vol. 12, pp. 14364-14384, 2024, [full text].

2023

• Maurice Boiting, Niklas Tschorn, Sumaiya Suravee, Kristina Yordanova, Margareta Halek, Franziska A. Jagoda, Stefan Lüdtke, Anja Burmann (2024). eDEM-CONNECT: An ontology-based chatbot for family caregivers of people with dementia, Wireless Mobile Communication and Healthcare. 12th EAI International Conference, MobiHealth 2023, Vila Real, Portugal, November 29 – 30, 2023, Proceedings.
• Emma L. Tonkin, Gregory J. L. Tourte, Teodor Stoev, Kristina Yordanova. ARDUOUS: Tutorial on Annotation of useR Data for UbiquitOUs Systems - Developing a Data Annotation Protocol. UbiComp/ISWC '23 Adjunct: Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing. October 2023. Pages 755–758 [full text]
• Jagoda, Franziska A.; Becker, Britta; Boiting, Maurice; Holle, Bernhard; Hollstein-Gaßmann, Antje; Kranz, Johannes; Manzeschke, Arne; Rosemeier, Christoph; Yordanova, Kristina & Halek, Margareta (2023). Chatbotbasierte Dienstleistungsplattform für pflegende Angehörige von Menschen mit Demenz - Das Projekt eDEM-CONNECT. 22. Deutscher Kongress für Versorgungsforschung, Berlin.
• Jagoda, Franziska A.; Katzmarzyk, Deliah; Boiting, Maurice; Holle, Bernhard; Hollstein-Gaßmann, Antje; Manzeschke, Arne; Rosemeier, Christoph; Yordanova, Kristina & Halek, Margareta (2023). Technology acceptance of family caregivers of people with dementia regarding a chatbot-based service delivery platform to assist in dealing with agitation. 33rd Alzheimer Europe Conference, Helsinki.
• Yana Kocheva, Kristina Yordanova, Janine Sandmann, Martin Philipp, and Georg Lamprecht. Patienten mit einer schweren akuten alkoholischen Hepatitis versterben im Krankenhaus früh und meist am Kreatinin getriggerten ACLF. Zeitschrift für Gastroenterologie. 61(08): e462-e462. 2023
• Tomasz Sosnowski, Teodor Stoev, Thomas Kirste, and Kristina Yordanova. Challenges in Modelling Cooking Task Execution for User Assistance. In 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence. 2023. to appear
• Samaneh Zolfaghari, Sumaiya Suravee, Daniele Riboni, and Kristina Yordanova. Sensor-based Locomotion Data Mining for Supporting the Diagnosis of Neurodegenerative Disorders: a Survey. ACM Comput. Surv. 2023. Just Accepted (June 2023) [full text]
• Tomasz Sosnowski, Moh'd Abuazizeh, Thomas Kirste, Kristina Yordanova. Development of a Conversational Agent for Tutoring Nursing Students to Interact with Patients. In Proceedings of the Internetional Conference on Intelligent Tutoring Systems. Corfu, Greece. 2023 [full text]
• Teodor Stoev, Tomasz Sosnowski, Kristina Yordanova. A Tool for Automated Generation of Domain Specific Symbolic Models From Texts. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom Demo Session). Atlanta, USA. 2023 [full text]
• Teodor Stoev, Kristina Yordanova, Emma Tonkin. Experiencing Annotation: Emotion, Motivation and Bias in Annotation Tasks. In Proceedings of IEEE International Conference on Pervasive Computing and Communications (PerCom Workshops). Atlanta, USA. 2023 [full text]

2022

• Emma L. Tonkin and Kristina 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]
• Sumaiya Suravee. Methods for Automated Learning of Semantic Structures from Textual Data. KI 2021-Early Career Research Consortium. doi.org/10.25592/uhhfdm.9613 (2021, September).
• 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.

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]