| 2026 | ICCBR | Challenges and Support Potentials in the Development of Case-Based Reasoning Applications. | Lisa Grewenig, Christian Zeyen, Alexander Schultheis, Lukas Malburg, Ralph Bergmann |
| 2026 | ICCBR | Vision-Based Retrieval of Semantic Workflows in Process-Oriented Case-Based Reasoning. | Maxim Hotz, Lukas Malburg, Kokulan Thanabalan, Ralph Bergmann |
| 2025 | BPM | BROOM: Toolbox for IoT‑Enhanced Process Mining. | Christian Imenkamp, Yannis Bertrand, Joscha Grger, Lukas Malburg, Marco Franceschetti, Matthias Ehrendorfer, Agnes Koschmider |
| 2025 | ICCBR | EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture. | Ralph Bergmann, Florian Brand, Mirko Lenz, Lukas Malburg |
| 2025 | ICCBR | Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning. | Maxim Hotz, Lukas Malburg, Ralph Bergmann |
| 2025 | ICCBR | A Framework for Supporting the Iterative Design of CBR Applications. | Guillermo Jimnez-Daz, Mirko Lenz, Lukas Malburg, Beln Daz-Agudo, Ralph Bergmann |
| 2025 | RCIS | Challenges in Data Quality Management for IoT-Enhanced Event Logs. | Yannis Bertrand, Alexander Schultheis, Lukas Malburg, Joscha Grger, Estefana Serral Asensio, Ralph Bergmann |
| 2024 | EDOC | Revision of a Smart Factory Software Architecture from Monolith to Microservices. | Ronny Seiger, Lukas Malburg |
| 2024 | ICCBR | Large Language Models as Knowledge Engineers. | Florian Brand, Lukas Malburg, Ralph Bergmann |
| 2024 | ICCBR | CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. | Mirko Lenz, Lukas Malburg, Ralph Bergmann |
| 2024 | ICCBR | Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. | Lukas Malburg, Maxim Hotz, Ralph Bergmann |
| 2024 | ICCBR | Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. | Alexander Schultheis, Lukas Malburg, Joscha Grger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefana Serral Asensio |
| 2023 | BPM | Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. | Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefana Serral Asensio |
| 2023 | ICCBR | Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. | Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann |
| 2023 | ICCBR | Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations. | Lukas Malburg, Alexander Schultheis, Ralph Bergmann |
| 2023 | ICCBR | Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. | Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann |
| 2022 | EDOC | Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning. | Lukas Malburg, Florian Brand, Ralph Bergmann |
| 2022 | FlAIRS | Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. | Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann |
| 2022 | ICCBR | GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. | Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann |
| 2022 | ICCBR | Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. | Lukas Malburg, Ralph Bergmann |
| 2021 | ANT | Object Detection for Smart Factory Processes by Machine Learning. | Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann |
| 2021 | BPM | ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. | Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann |
| 2021 | FlAIRS | Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. | Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann |
| 2020 | BPM | Using Physical Factory Simulation Models for Business Process Management Research. | Lukas Malburg, Ronny Seiger, Ralph Bergmann, Barbara Weber |
| 2020 | ICCBR | Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. | Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann |
| 2019 | ICCBR | ProCAKE: A Process-Oriented Case-Based Reasoning Framework. | Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen |
| 2019 | ICCBR | Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. | Patrick Klein, Lukas Malburg, Ralph Bergmann |
| 2019 | ICCBR | Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. | Christian Zeyen, Lukas Malburg, Ralph Bergmann |