Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities. - Lukas Malburg; Nicolas Münster; Christian Zeyen; Ralph Bergmann (LWDA, 2018)

ProCAKE: A Process-Oriented Case-Based Reasoning Framework. - Ralph Bergmann; Lisa Grumbach; Lukas Malburg; Christian Zeyen (ICCBR Workshops, 2019)

Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. - Patrick Klein; Lukas Malburg; Ralph Bergmann (ICCBR, 2019)

Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. - Christian Zeyen; Lukas Malburg; Ralph Bergmann (ICCBR, 2019)

FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. - Patrick Klein; Lukas Malburg; Ralph Bergmann (LWDA, 2019)

Using Physical Factory Simulation Models for Business Process Management Research. - Lukas Malburg; Ronny Seiger; Ralph Bergmann; Barbara Weber (Business Process Management Workshops, 2020)

Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Lukas Malburg; Patrick Klein; Ralph Bergmann (ICCBR, 2020)

Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. - Lukas Malburg; Patrick Klein; Ralph Bergmann (IN4PL, 2020)

Using Semantic Web Services for AI-Based Research in Industry 4.0. - Lukas Malburg; Patrick Klein; Ralph Bergmann (CoRR, 2020)

Object Detection for Smart Factory Processes by Machine Learning. - Lukas Malburg; Manfred-Peter Rieder; Ronny Seiger; Patrick Klein; Ralph Bergmann (ANT/EDI40, 2021)

ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. - Maximilian Hoffmann 001; Lukas Malburg; Ralph Bergmann (Business Process Management Workshops, 2021)

Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. - Lukas Malburg; Maximilian Hoffmann 001; Simon Trumm; Ralph Bergmann (FLAIRS, 2021)

Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning. - Lukas Malburg; Florian Brand; Ralph Bergmann (EDOC Workshops, 2022)

Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. - Rahol Kumar; Alexander Schultheis; Lukas Malburg; Maximilian Hoffmann 001; Ralph Bergmann (FLAIRS, 2022)

GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Lukas Malburg; Nico Bach; Ralph Bergmann (ICCBR, 2022)

Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. - Lukas Malburg; Ralph Bergmann (ICCBR Workshops, 2022)

SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data. - Joscha Grüger; Lukas Malburg; Juergen Mangler; Yannis Bertrand; Stefanie Rinderle-Ma; Ralph Bergmann; Estefanía Serral Asensio (CoRR, 2022)

An IoT-Enriched Event Log for Process Mining in Smart Factories. - Lukas Malburg; Joscha Grüger; Ralph Bergmann (CoRR, 2022)

Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. - Matthias Ehrendorfer; Yannis Bertrand; Lukas Malburg; Juergen Mangler; Joscha Grüger; Stefanie Rinderle-Ma; Ralph Bergmann; Estefanía Serral Asensio (BPM (Demos / Resources Forum), 2023)

Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. - Florian Brand; Katharina Lott; Lukas Malburg; Maximilian Hoffmann 001; Ralph Bergmann (ICCBR Workshops, 2023)

Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations. - Lukas Malburg; Alexander Schultheis; Ralph Bergmann (ICCBR Workshops, 2023)

Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. - Alexander Schultheis; Maximilian Hoffmann 001; Lukas Malburg; Ralph Bergmann (ICCBR, 2023)

DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. - Juergen Mangler; Joscha Grüger; Lukas Malburg; Matthias Ehrendorfer; Yannis Bertrand; Janik-Vasily Benzin; Stefanie Rinderle-Ma; Estefanía Serral Asensio; Ralph Bergmann (Future Internet, 2023)

IoT-enriched event log generation and quality analytics: a case study. - Joscha Grüger; Lukas Malburg; Ralph Bergmann (it Inf. Technol., 2023)

A framework for AI-based self-adaptive cyber-physical process systems. - Achim Guldner; Maximilian Hoffmann 001; Christian Lohr; Rüdiger Machhamer; Lukas Malburg; Marlies Morgen; Stephanie C. Rodermund; Florian Schäfer 001; Lars Schaupeter; Jens Schneider 003; Felix Theusch; Ralph Bergmann; et al. (it Inf. Technol., 2023)

Applying MAPE-K control loops for adaptive workflow management in smart factories. - Lukas Malburg; Maximilian Hoffmann 001; Ralph Bergmann (J. Intell. Inf. Syst., 2023)

Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0. - Lukas Malburg; Patrick Klein; Ralph Bergmann (Eng. Appl. Artif. Intell., 2023)

Revision of a Smart Factory Software Architecture from Monolith to Microservices. - Ronny Seiger; Lukas Malburg (EDOC Workshops, 2024)

Large Language Models as Knowledge Engineers. - Florian Brand; Lukas Malburg; Ralph Bergmann (ICCBR Workshops, 2024)

CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. - Mirko Lenz; Lukas Malburg; Ralph Bergmann (ICCBR, 2024)

Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. - Lukas Malburg; Maxim Hotz; Ralph Bergmann (ICCBR, 2024)

Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. - Alexander Schultheis; Lukas Malburg; Joscha Grüger; Justin Weich; Yannis Bertrand; Ralph Bergmann; Estefanía Serral Asensio (ICCBR, 2024)

From Internet of Things Data to Business Processes: Challenges and a Framework. - Juergen Mangler; Ronny Seiger; Janik-Vasily Benzin; Joscha Grüger; Yusuf Kirikkayis; Florian Gallik; Lukas Malburg; Matthias Ehrendorfer; Yannis Bertrand; Marco Franceschetti; Barbara Weber; Stefanie Rinderle-Ma; et al. (CoRR, 2024)

ProCAKE Framework. - Ralph Bergmann; Lisa Grumbach; Maximilian Hoffmann 001; Maxim Hotz; Lukas Jünger 001; Mirko Lenz; Lukas Malburg; Alexander Schultheis; Christian Zeyen (Zenodo, 2024)

EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture. - Ralph Bergmann; Florian Brand; Mirko Lenz; Lukas Malburg (ICCBR, 2025)

Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning. - Maxim Hotz; Lukas Malburg; Ralph Bergmann (ICCBR, 2025)

A Framework for Supporting the Iterative Design of CBR Applications. - Guillermo Jiménez-Díaz; Mirko Lenz; Lukas Malburg; Belén Díaz-Agudo; Ralph Bergmann (ICCBR, 2025)

Challenges in Data Quality Management for IoT-Enhanced Event Logs. - Yannis Bertrand; Alexander Schultheis; Lukas Malburg; Joscha Grüger; Estefanía Serral Asensio; Ralph Bergmann (RCIS (1), 2025)

Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance. - Patrick Klein; Lukas Malburg; Ralph Bergmann (Eng. Appl. Artif. Intell., 2025)

Digital Twins of Business Processes: A Research Manifesto. - Fabrizio Fornari 001; Ivan Compagnucci; Massimo Callisto De Donato; Yannis Bertrand; Harry H. Beyel; Emilio Carrión; Marco Franceschetti; Wolfgang Groher; Joscha Grüger; Emre Kiliç; Agnes Koschmider; Francesco Leotta; et al. (Internet Things, 2025)

An object-centric core metamodel for IoT-enhanced event logs. - Yannis Bertrand; Christian Imenkamp; Lukas Malburg; Matthias Ehrendorfer; Marco Franceschetti; Joscha Grüger; Francesco Leotta; Jürgen Mangler; Ronny Seiger; Agnes Koschmider; Stefanie Rinderle-Ma; Barbara Weber; et al. (CoRR, 2025)