Maximilian Hoffmann

19 papers C 7Misc 4Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — —
Hybrid AI for Process Management - Improving Similarity Assessment in Process-Oriented Case-Based Reasoning via Deep Learning.
Maximilian Hoffmann
2025 C conf
Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning.
ICCBR
Justin Weich, Alexander Schultheis, Maximilian Hoffmann, Ralph Bergmann
2025 C conf
LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning.
ICCBR
Mirko Lenz, Maximilian Hoffmann, Ralph Bergmann
2023 J jnl
A framework for AI-based self-adaptive cyber-physical process systems.
it Inf. Technol.
Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers
2023 J jnl
Applying MAPE-K control loops for adaptive workflow management in smart factories.
J. Intell. Inf. Syst.
Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2023 C conf
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.
ICCBR
Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
2023 Misc conf
Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning.
FLAIRS
Maximilian Hoffmann, Ralph Bergmann
2023 — conf
Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning.
SGAI Conf.
Nicolas Schuler, Maximilian Hoffmann, Hans-Peter Beise, Ralph Bergmann
2023 Misc conf
Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning.
FLAIRS
Johannes Pauli, Maximilian Hoffmann, Ralph Bergmann
2023 — conf
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.
ICCBR Workshops
Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2022 Misc conf
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
FLAIRS
Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2022 C conf
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann
2022 C conf
Improving Automated Hyperparameter Optimization with Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Ralph Bergmann
2022 J jnl
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning.
Algorithms
Maximilian Hoffmann, Ralph Bergmann
2021 Misc conf
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.
FLAIRS
Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann
2021 J jnl
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning.
CoRR
Maximilian Hoffmann, Ralph Bergmann
2021 — conf
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.
Business Process Management Workshops
Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
2020 C conf
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
2018 C conf
Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning.
ICCBR
Christian Zeyen, Maximilian Hoffmann, Gilbert Müller, Ralph Bergmann