| 2026 | COMPSAC | KiMeKo: A Collaborative AI Platform for Medical Device Development. | Serge Autexier, Nihat Ay, Stefan Fischer, Lars Kaderali, Thomas Kirste, Martin Leucker, Christoph Lth, Thomas Martinetz, Philipp Rostalski, Alexander Schlaefer, Frank ckert |
| 2025 | ICTAI | Integrating Large Language Models with Formal Planning to Automate the Design and Validation of Biosignal Processing Pipelines. | Joo Areias Saraiva, Martin Dyrba, Thomas Kirste |
| 2025 | NeSy | Neurosymbolic Learning in Structured Probability Spaces: A Case Study. | Ole Fenske, Sebastian Bader, Thomas Kirste |
| 2023 | ITS | Development of a Conversational Agent for Tutoring Nursing Students to Interact with Patients. | Tomasz Sosnowski, Moh'd Abuazizeh, Thomas Kirste, Kristina Yordanova |
| 2021 | ITS | Affect-Aware Conversational Agent for Intelligent Tutoring of Students in Nursing Subjects. | Moh'd Abuazizeh, Kristina Y. Yordanova, Thomas Kirste |
| 2020 | ECAI | Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. | Stefan Ldtke, Marcel Gehrke, Tanya Braun, Ralf Mller, Thomas Kirste |
| 2020 | PERCOM | Artifact Abstract: Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments. | Kristina Y. Yordanova, Albert Hein, Thomas Kirste |
| 2020 | PERCOM | Kitchen Task Assessment Dataset for Measuring Errors due to Cognitive Impairments. | Kristina Y. Yordanova, Albert Hein, Thomas Kirste |
| 2019 | KI | Gaussian Lifted Marginal Filtering. | Stefan Ldtke, Alejandro Molina, Kristian Kersting, Thomas Kirste |
| 2019 | PERCOM | Human Activity and Context Recognition using Lifted Marginal Filtering. | Stefan Ldtke, Kristina Y. Yordanova, Thomas Kirste |
| 2019 | PERCOM | Combining Symbolic Reasoning and Deep Learning for Human Activity Recognition. | Fernando Moya Rueda, Stefan Ldtke, Max Schrder, Kristina Y. Yordanova, Thomas Kirste, Gernot A. Fink |
| 2018 | IJCAI | Lifted Filtering via Exchangeable Decomposition. | Stefan Ldtke, Max Schrder, Sebastian Bader, Kristian Kersting, Thomas Kirste |
| 2018 | KI | Approximate Probabilistic Parallel Multiset Rewriting Using MCMC. | Stefan Ldtke, Max Schrder, Thomas Kirste |
| 2018 | PERCOM | Providing Semantic Annotation for the CMU Grand Challenge Dataset. | Kristina Y. Yordanova, Frank Krger, Thomas Kirste |
| 2018 | PERCOM | Discovery of Causal Relations in the Challenging Behaviour of People with Dementia. | Kristina Y. Yordanova, Sebastian Bader, Sarah Weschke, Frank Krger, Judith Henf, Stefan J. Teipel, Thomas Kirste |
| 2017 | AAAI | Abstracting from Observation-Equivalent Entities in Human Behavior Modeling. | Max Schrder, Stefan Ldtke, Sebastian Bader, Frank Krger, Thomas Kirste |
| 2017 | ICAART | Concept and Realization of a Diagnostic System for Smart Environments. | Eric Heiden, Sebastian Bader, Thomas Kirste |
| 2017 | ICDM | A Virtual Research Environment to Support Remote Behaviour Monitoring from Data Collection to Analysis. | Frank Krger, Sebastian Bader, Albert Hein, Thomas Kirste |
| 2017 | IECON | Towards energy efficient sensor nodes for online activity recognition. | Florian Grtzmacher, Johann-Peter Wolff, Albert Hein, Polichronis Lepidis, Rainer Dorsch, Thomas Kirste, Christian Haubelt |
| 2017 | KI | LiMa: Sequential Lifted Marginal Filtering on Multiset State Descriptions. | Max Schrder, Stefan Ldtke, Sebastian Bader, Frank Krger, Thomas Kirste |
| 2017 | PERCOM | On the applicability of clinical observation tools for human activity annotation. | Frank Krger, Christina Heine, Sebastian Bader, Albert Hein, Stefan J. Teipel, Thomas Kirste |
| 2017 | PERCOM | Challenges of collecting empirical sensor data from people with dementia in a field study. | Albert Hein, Frank Krger, Sebastian Bader, Peter Eschholz, Thomas Kirste |
| 2017 | PERCOM | What's cooking and why? Behaviour recognition during unscripted cooking tasks for health monitoring. | Kristina Y. Yordanova, Samuel Whitehouse, Adeline Paiement, Majid Mirmehdi, Thomas Kirste, Ian Craddock |
| 2016 | ICAART | Reconstruction of Everyday Life Behaviour based on Noisy Sensor Data. | Max Schrder, Sebastian Bader, Frank Krger, Thomas Kirste |
| 2016 | ICAART | Learning Models of Human Behaviour from Textual Instructions. | Kristina Y. Yordanova, Thomas Kirste |
| 2015 | HCI | aHead: Considering the Head Position in a Multi-sensory Setup of Wearables to Recognize Everyday Activities with Intelligent Sensor Fusions. | Marian Haescher, John Trimpop, Denys J. C. Matthies, Gerald Bieber, Bodo Urban, Thomas Kirste |
| 2015 | ICAART | Checking Models for Activity Recognition. | Martin Nyolt, Kristina Y. Yordanova, Thomas Kirste |
| 2015 | ICTAI | On Resampling for Bayesian Filters in Discrete State Spaces. | Martin Nyolt, Thomas Kirste |
| 2014 | AIMSA | Strategies for Reducing the Complexity of Symbolic Models for Activity Recognition. | Kristina Y. Yordanova, Martin Nyolt, Thomas Kirste |
| 2014 | HCI | From Annotated Objects to Distributed Planning in Heterogeneous and Dynamic Environments. | Daniel Moos, Sebastian Bader, Thomas Kirste |
| 2014 | KI | From Intelligibility to Debuggability in Context-Aware Systems. | Daniel Moos, Sebastian Bader, Thomas Kirste |
| 2013 | HCI | Situation Aware Interaction with Multi-modal Business Applications in Smart Environments. | Mario Aehnelt, Sebastian Bader, Gernot Ruscher, Frank Krger, Bodo Urban, Thomas Kirste |
| 2013 | ICAART | Plan Synthesis for Probabilistic Activity Recognition. | Frank Krger, Kristina Y. Yordanova, Albert Hein, Thomas Kirste |
| 2012 | GI | Gesture Spotting for Controlling a Mobile Assistance System for Service and Maintenance. | Albert Hein, Thomas Low, Maximilian Hensch, Thomas Kirste, Andreas Nrnberger |
| 2012 | GI | Towards Tool Support for Computational Causal Behavior Models for Activity Recognition. | Frank Krger, Kristina Y. Yordanova, Veit Kppen, Thomas Kirste |
| 2012 | KI | Strategies for Modelling Human Behaviour for Activity Recognition with Precondition-Effect Rules. | Kristina Y. Yordanova, Frank Krger, Thomas Kirste |
| 2012 | MICCAI | Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset. | Martin Dyrba, Michael Ewers, Martin Wegrzyn, Ingo Kilimann, Claudia Plant, Annahita Oswald, Thomas Meindl, Michela Pievani, Arun L. W. Bokde, Andreas Fellgiebel, Massimo Filippi, Harald Hampel, Stefan Klppel, Karlheinz Hauenstein, Thomas Kirste, Stefan J. Teipel |
| 2012 | PERCOM | Context aware approach for activity recognition based on precondition-effect rules. | Kristina Y. Yordanova, Frank Krger, Thomas Kirste |
| 2011 | KI | Generic Performance Metrics for Continuous Activity Recognition. | Albert Hein, Thomas Kirste |
| 2009 | HCI | A Probabilistic Approach for Modeling Human Behavior in Smart Environments. | Christoph Burghardt, Thomas Kirste |
| 2009 | HCI | Utilizing an Accelerometric Bracelet for Ubiquitous Gesture-Based Interaction. | Albert Hein, Andr Hoffmeyer, Thomas Kirste |
| 2009 | HCI | A Hybrid Approach for Recognizing ADLs and Care Activities Using Inertial Sensors and RFID. | Albert Hein, Thomas Kirste |
| 2009 | KI | Model-based Inference Techniques for detecting High-Level Team Intentions. | Albert Hein, Christoph Burghardt, Martin Giersich, Thomas Kirste |
| 2008 | KI | Towards Recognizing Abstract Activities: An Unsupervised Approach. | Albert Hein, Thomas Kirste |
| 2008 | MUM | Smart environments meet the semantic web. | Christiane Reisse, Christoph Burghardt, Florian Marquardt, Thomas Kirste, Adelinde M. Uhrmacher |
| 2008 | PERCOM | Implementing Scenarios in a Smart Learning Environment. | Christoph Burghardt, Christiane Reisse, Thomas Heider, Martin Giersich, Thomas Kirste |
| 2007 | HCI | Towards an Integrated Approach for Task Modeling and Human Behavior Recognition. | Martin Giersich, Peter Forbrig, Georg Fuchs, Thomas Kirste, Daniel Reichart, Heidrun Schumann |
| 2007 | HCI | Usable Multi-Display Environments: Concept and Evaluation. | Thomas Heider, Thomas Kirste |
| 2007 | MUM | Inferring intentions in generic context-aware systems. | Christoph Burghardt, Thomas Kirste |
| 2003 | HCI | Architectures for Multimodal Interactive Assistant Systems. | Thomas Kirste, Stefan Rapp |
| 2002 | ECAI | Supporting goal based interaction with dynamic intelligent environments. | Thomas Heider, Thomas Kirste |
| 1991 | GI | Ein offenes Hypermediasystem fr Graphische Applikationen. | Thomas Kirste |