Kristina Yordanova

Orcid: 0000-0002-6428-1062

Affiliations:
  • University of Greifswald, Germany
  • University of Rostock, Institute of Computer Science, Germany (former)
  • University of Bristol, Faculty of Engineering, UK (former)


According to our database1, Kristina Yordanova authored at least 67 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Sensor-Based Locomotion Data Mining for Supporting the Diagnosis of Neurodegenerative Disorders: A Survey.
ACM Comput. Surv., January, 2024

Exploring transfer learning for Deep NLP systems on rarely annotated languages.
CoRR, 2024

Enhancing Kitchen Activity Recognition: A Benchmark Study of the Rostock KTA Dataset.
IEEE Access, 2024

A Comparative Analysis on Machine Learning Techniques for Research Metadata: the ARDUOUS Case Study.
Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

Assessing Large Language Models for annotating data in Dementia-Related texts: A Comparative Study with Human Annotators.
Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

Variability of annotations over time: An experimental study in the dementia-related named entity recognition domain.
Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

Towards FAIR Data Workflows for Multidisciplinary Science: Ongoing Endeavors and Future Perspectives in Plasma Technology.
Proceedings of the 13th International Conference on Data Science, 2024

2023
Experiencing Annotation: Emotion, Motivation and Bias in Annotation Tasks.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

A Tool for Automated Generation of Domain Specific Symbolic Models From Texts.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023

Challenges in Modelling Cooking Task Execution for User Assistance.
Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

Development of a Conversational Agent for Tutoring Nursing Students to Interact with Patients.
Proceedings of the Augmented Intelligence and Intelligent Tutoring Systems, 2023

ARDUOUS: Tutorial on Annotation of useR Data for UbiquitOUs Systems - Developing a Data Annotation Protocol.
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023

2022
Pervasive Healthcare: Privacy and Security in Data Annotation.
IEEE Pervasive Comput., 2022

Attention Retrieval Model for Entity Relation Extraction From Biological Literature.
IEEE Access, 2022

Annotation Scheme for Named Entity Recognition and Relation Extraction Tasks in the Domain of People with Dementia.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022

2021
Coping With Imbalanced Data in the Automated Detection of Reminiscence From Everyday Life Conversations of Older Adults.
IEEE Access, 2021

Antonym Disambiguation for a German-language Conversational Intelligent Tutoring System.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021

BehavE: Behaviour Understanding Through Automated Generation of Situation Models.
Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021

Affect-Aware Conversational Agent for Intelligent Tutoring of Students in Nursing Subjects.
Proceedings of the Intelligent Tutoring Systems - 17th International Conference, 2021

2020
Towards Evaluating Plan Generation Approaches with Instructional Texts.
CoRR, 2020

A probabilistic conversational agent for intelligent tutoring systems.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Computational state space model for intelligent tutoring of students in nursing subjects.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Artifact Abstract: Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

Towards Automated Generation of Semantic Annotation for Activity Recognition Problems.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Panel session: How could we build a community for sharing annotation activities, methods, and outcomes?
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

2019
Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring.
Sensors, 2019

Challenges Providing Ground Truth for Pervasive Healthcare Systems.
IEEE Pervasive Comput., 2019

Automatic Detection of Everyday Social Behaviours and Environments from Verbatim Transcripts of Daily Conversations.
Proceedings of the 2019 IEEE International Conference on Pervasive Computing and Communications, 2019

An annotation scheme for references to research artefacts in scientific publications.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

Human Activity and Context Recognition using Lifted Marginal Filtering.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

2018
Creating and Exploring Semantic Annotation for Behaviour Analysis.
Sensors, 2018

Talk, Text, Tag? Understanding Self-Annotation of Smart Home Data from a User's Perspective.
Sensors, 2018

Challenges in Annotation of useR Data for UbiquitOUs Systems: Results from the 1st ARDUOUS Workshop.
CoRR, 2018

Discovery of Causal Relations in the Challenging Behaviour of People with Dementia.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Providing Semantic Annotation for the CMU Grand Challenge Dataset.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Evaluation of cupboard door sensors for improving activity recognition in the kitchen.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Extracting Planning Operators from Instructional Texts for Behaviour Interpretation.
Proceedings of the KI 2018: Advances in Artificial Intelligence, 2018

Combining off-the-shelf Image Classifiers with Transfer Learning for Activity Recognition.
Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018

2017
A Simple Model for Improving the Performance of the Stanford Parser for Action Detection in Textual Instructions.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Automatic Generation of Situation Models for Plan Recognition Problems.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

What's cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Talk, text or tag?
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

Knowledge Extraction from Task Narratives.
Proceedings of the 4th international Workshop on Sensor-based Activity Recognition and Interaction, 2017

TextToHBM: A Generalised Approach to Learning Models of Human Behaviour for Activity Recognition from Textual Instructions.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A Process for Systematic Development of Symbolic Models for Activity Recognition.
ACM Trans. Interact. Intell. Syst., 2016

Towards a situation model for assessing challenging behaviour of people with dementia.
Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, 2016

Tool support for the online annotation of sensor data.
Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, 2016

From Textual Instructions to Sensor-based Recognition of User Behaviour.
Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

Learning Models of Human Behaviour from Textual Instructions.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Automatic Detection of Challenging Behaviour of People with Dementia and Identification of Intervention Strategies - Requirements and Challenges.
Proceedings of the European Project Space on Intelligent Technologies, 2016

2015
Marginal filtering in large state spaces.
Int. J. Approx. Reason., 2015

Discovering Causal Relations in Textual Instructions.
Proceedings of the Recent Advances in Natural Language Processing, 2015

Checking Models for Activity Recognition.
Proceedings of the ICAART 2015, 2015

2014
Methods for engineering symbolic human behaviour models for activity recognition.
PhD thesis, 2014

Methods for Engineering Symbolic Human Behaviour Models for Activity Recognition.
Proceedings of the 8th Joint Workshop of the German Research Training Groups in Computer Science, 2014

Strategies for Reducing the Complexity of Symbolic Models for Activity Recognition.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013
Plan Synthesis for Probabilistic Activity Recognition.
Proceedings of the ICAART 2013, 2013

2012
Towards creating assistive software by employing human behavior models.
J. Ambient Intell. Smart Environ., 2012

Context aware approach for activity recognition based on precondition-effect rules.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules.
Proceedings of the KI 2012: Advances in Artificial Intelligence, 2012

Towards Tool Support for Computational Causal Behavior Models for Activity Recognition.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012

Tool Support for Probabilistic Intention Recognition Using Plan Synthesis.
Proceedings of the Ambient Intelligence - Third International Joint Conference, 2012

2011
Human Behaviour Modelling Approach for Intention Recognition in Ambient Assisted Living.
Proceedings of the Ambient Intelligence - Software and Applications, 2011

Modelling Human Behaviour Using Partial Order Planning Based on Atomic Action Templates.
Proceedings of the 7th International Conference on Intelligent Environments, 2011

Sensor Based Monitoring for People with Dementia: Searching for Movement Markers in Alzheimer's Disease for a Early Diagnostic.
Proceedings of the Constructing Ambient Intelligence, 2011


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