| 2025 | ICCBR | LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning. | Mirko Lenz, Maximilian Hoffmann, Ralph Bergmann |
| 2025 | ICCBR | Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning. | Justin Weich, Alexander Schultheis, Maximilian Hoffmann, Ralph Bergmann |
| 2023 | FlAIRS | Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning. | Maximilian Hoffmann, Ralph Bergmann |
| 2023 | FlAIRS | Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning. | Johannes Pauli, Maximilian Hoffmann, Ralph Bergmann |
| 2023 | ICCBR | Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. | Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann |
| 2023 | ICCBR | Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. | Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann |
| 2023 | SGAI | Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning. | Nicolas Schuler, Maximilian Hoffmann, Hans-Peter Beise, 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 | Improving Automated Hyperparameter Optimization with Case-Based Reasoning. | 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 |
| 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 | ICCBR | Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. | Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann |
| 2018 | ICCBR | Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning. | Christian Zeyen, Maximilian Hoffmann, Gilbert Mller, Ralph Bergmann |