Alexander Schultheis

According to our database, Alexander Schultheis authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Dataset from a Smart Factory for Activity Detection using Temporal Case-based Reasoning.

Ronny Seiger, Alexander Schultheis, Ralph Bergmann

Dataset, March, 2025

Challenges in Data Quality Management for IoT-Enhanced Event Logs.

Yannis Bertrand, Alexander Schultheis, Lukas Malburg, Joscha Grüger, Estefanía Serral Asensio, Ralph Bergmann

Proceedings of the Research Challenges in Information Science, 2025

Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning.

Justin Weich, Alexander Schultheis, Maximilian Hoffmann, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2025

Case-Based Activity Detection from Segmented Internet of Things Data.

Ronny Seiger, Alexander Schultheis, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2025

2024

ProCAKE Framework.

Ralph Bergmann, Lisa Grumbach, Maximilian Hoffmann, Maxim Hotz, Lukas Jünger, Mirko Lenz, Lukas Malburg, Alexander Schultheis, Christian Zeyen

Dataset, October, 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

Proceedings of the Case-Based Reasoning Research and Development, 2024

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

Alexander Schultheis

Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

2023

An Overview and Comparison of Case-Based Reasoning Frameworks.

Alexander Schultheis, Christian Zeyen, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2023

Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.

Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann

Proceedings of the Case-Based Reasoning Research and Development, 2023

Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.

Lukas Malburg, Alexander Schultheis, Ralph Bergmann

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

2022

Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.

Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022