Maximilian Hoffmann

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Transfer Learning

Process Oriented

Similarity Assessment

Top Venues

it Inf. Technol.

Publications

Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. ICCBR Workshops (2023)
Johannes Pauli, Maximilian Hoffmann, Ralph Bergmann
Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning. FLAIRS (2023)
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
A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. 65 (3) (2023)
Maximilian Hoffmann, Ralph Bergmann
Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning. FLAIRS (2023)
Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. ICCBR (2023)
Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
Applying MAPE-K control loops for adaptive workflow management in smart factories. J. Intell. Inf. Syst. 61 (1) (2023)
Nicolas Schuler, Maximilian Hoffmann, Hans-Peter Beise, Ralph Bergmann
Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning. SGAI Conf. (2023)
Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. ICCBR (2022)
Maximilian Hoffmann, Ralph Bergmann
Improving Automated Hyperparameter Optimization with Case-Based Reasoning. ICCBR (2022)
Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. FLAIRS (2022)
Maximilian Hoffmann, Ralph Bergmann
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning. Algorithms 15 (2) (2022)
Maximilian Hoffmann, Ralph Bergmann
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning. CoRR (2021)
Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. Business Process Management Workshops (2021)
Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. FLAIRS Conference (2021)
Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. ICCBR (2020)
Christian Zeyen, Maximilian Hoffmann, Gilbert Müller, Ralph Bergmann
Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning. ICCBR (2018)