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)

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)

An Overview and Comparison of Case-Based Reasoning Frameworks. - Alexander Schultheis; Christian Zeyen; Ralph Bergmann (ICCBR, 2023)

Exploring a Hybrid Case-Based Reasoning Approach for Time Series Adaptation in Predictive Maintenance (short paper). - Alexander Schultheis (ICCBR Workshops, 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)

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

Case-Based Activity Detection from Segmented Internet of Things Data. - Ronny Seiger; Alexander Schultheis; Ralph Bergmann (ICCBR, 2025)

Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning. - Justin Weich; Alexander Schultheis; Maximilian Hoffmann 001; 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)

Dataset from a Smart Factory for Activity Detection using Temporal Case-based Reasoning. - Ronny Seiger; Alexander Schultheis; Ralph Bergmann (Zenodo, 2025)