Kaja Balzereit
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0001-9203-590214 Publikationen
2026 | Artikel | FH-PUB-ID: 6905
Balzereit, Kaja, Malte Mechtenberg, and Axel Schneider. “Estimation of Motor Unit Parameters from Surface Electromyograms Using an Informed Autoencoder.” ArXiv, 2026. https://doi.org/10.48550/ARXIV.2605.07458.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 6906
Balzereit, Kaja, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan Windmann, and Petra Wolf. “Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2409.00771.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5776 | 
Balzereit, Kaja, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan Windmann, and Petra Wolf. “Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2409.00771.
HSBI-PUB
| DOI
| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 5077
Zelba, Franziska, Kaja Balzereit, and Stefan Windmann. “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.” In 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), edited by IEEE, 1–4. IEEE, 2024. https://doi.org/10.1109/ETFA61755.2024.10710991.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5777 |
Balzereit, Kaja, and Oliver Niggemann. “New Algorithm for Reconfiguration of Cyber-Physical Production Systems .” IEEE Transactions on Industrial Informatics 19, no. 1 (2023): 739–49. https://doi.org/10.1109/TII.2022.3146940.
HSBI-PUB
| DOI
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 5778
Grüttemeier, Niels, Kaja Balzereit, Nehal Soni, and Andreas Bünte. “Efficient Production Scheduling by Exploiting Repetitive Product Configurations.” In 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), edited by IEEE, 1–6. IEEE, 2023. https://doi.org/10.1109/INDIN51400.2023.10218249.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5779
Balzereit, Kaja, Nehal Soni, and Andreas Bünte. “Potentials of Explainable Predictions of Order Picking Times in Industrial Production.” In Proceedings of the 15th International Conference on Agents and Artificial Intelligence, edited by Ana Paula Rocha , Luc Steels , and Jaap van den Herik, 405–12. SCITEPRESS - Science and Technology Publications, 2023. https://doi.org/10.5220/0011677000003393.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6907
Ehrhardt, Jonas, Malte Ramonat, Rene Heesch, Kaja Balzereit, Alexander Diedrich, and Oliver Niggemann. “An AI Benchmark for Diagnosis, Reconfiguration & Planning.” In 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–8. IEEE, 2022. https://doi.org/10.1109/ETFA52439.2022.9921546.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6911
Balzereit, Kaja, Alexander Diedrich, Daniel Kubus, Jonas Ginster, and Andreas Bunte. “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.” In 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), 1–6. IEEE, 2022. https://doi.org/10.1109/ICPS51978.2022.9816879.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6909
Tierney, Kevin, Kaja Balzereit, Andreas Bunte, and Oliver Niehorster. “Explaining Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.” In 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–4. IEEE, 2022. https://doi.org/10.1109/ETFA52439.2022.9921490.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6908
Balzereit, Kaja, Alexander Diedrich, Jonas Ginster, Stefan Windmann, and Oliver Niggemann. “An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.” In 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), 1–6. IEEE, 2021. https://doi.org/10.1109/INDIN45523.2021.9557516.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6913
Balzereit, Kaja, and Oliver Niggemann. “Gradient-Based Reconfiguration of Cyber-Physical Production Systems.” In 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), 125–31. IEEE, 2021. https://doi.org/10.1109/ICPS49255.2021.9468238.
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 6912
Balzereit, Kaja, and Oliver Niggemann. “Automated Reconfiguration of Cyber-Physical Production Systems Using Satisfiability Modulo Theories.” In 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS), 461–68. IEEE, 2020. https://doi.org/10.1109/ICPS48405.2020.9274707.
HSBI-PUB
| DOI
2019 | Artikel | FH-PUB-ID: 6910
Windmann, Stefan, Kaja Balzereit, and Oliver Niggemann. “Model-Based Routing in Flexible Manufacturing Systems.” At - Automatisierungstechnik 67, no. 2 (2019): 95–112. https://doi.org/10.1515/auto-2018-0108.
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14 Publikationen
2026 | Artikel | FH-PUB-ID: 6905
Balzereit, Kaja, Malte Mechtenberg, and Axel Schneider. “Estimation of Motor Unit Parameters from Surface Electromyograms Using an Informed Autoencoder.” ArXiv, 2026. https://doi.org/10.48550/ARXIV.2605.07458.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 6906
Balzereit, Kaja, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan Windmann, and Petra Wolf. “Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2409.00771.
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5776 |
Balzereit, Kaja, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan Windmann, and Petra Wolf. “Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.” ArXiv, 2024. https://doi.org/10.48550/ARXIV.2409.00771.
HSBI-PUB
| DOI
| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 5077
Zelba, Franziska, Kaja Balzereit, and Stefan Windmann. “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.” In 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), edited by IEEE, 1–4. IEEE, 2024. https://doi.org/10.1109/ETFA61755.2024.10710991.
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5777 |
Balzereit, Kaja, and Oliver Niggemann. “New Algorithm for Reconfiguration of Cyber-Physical Production Systems .” IEEE Transactions on Industrial Informatics 19, no. 1 (2023): 739–49. https://doi.org/10.1109/TII.2022.3146940.
HSBI-PUB
| DOI
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 5778
Grüttemeier, Niels, Kaja Balzereit, Nehal Soni, and Andreas Bünte. “Efficient Production Scheduling by Exploiting Repetitive Product Configurations.” In 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), edited by IEEE, 1–6. IEEE, 2023. https://doi.org/10.1109/INDIN51400.2023.10218249.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5779
Balzereit, Kaja, Nehal Soni, and Andreas Bünte. “Potentials of Explainable Predictions of Order Picking Times in Industrial Production.” In Proceedings of the 15th International Conference on Agents and Artificial Intelligence, edited by Ana Paula Rocha , Luc Steels , and Jaap van den Herik, 405–12. SCITEPRESS - Science and Technology Publications, 2023. https://doi.org/10.5220/0011677000003393.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6907
Ehrhardt, Jonas, Malte Ramonat, Rene Heesch, Kaja Balzereit, Alexander Diedrich, and Oliver Niggemann. “An AI Benchmark for Diagnosis, Reconfiguration & Planning.” In 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–8. IEEE, 2022. https://doi.org/10.1109/ETFA52439.2022.9921546.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6911
Balzereit, Kaja, Alexander Diedrich, Daniel Kubus, Jonas Ginster, and Andreas Bunte. “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.” In 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), 1–6. IEEE, 2022. https://doi.org/10.1109/ICPS51978.2022.9816879.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6909
Tierney, Kevin, Kaja Balzereit, Andreas Bunte, and Oliver Niehorster. “Explaining Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.” In 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 1–4. IEEE, 2022. https://doi.org/10.1109/ETFA52439.2022.9921490.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6908
Balzereit, Kaja, Alexander Diedrich, Jonas Ginster, Stefan Windmann, and Oliver Niggemann. “An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.” In 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), 1–6. IEEE, 2021. https://doi.org/10.1109/INDIN45523.2021.9557516.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6913
Balzereit, Kaja, and Oliver Niggemann. “Gradient-Based Reconfiguration of Cyber-Physical Production Systems.” In 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), 125–31. IEEE, 2021. https://doi.org/10.1109/ICPS49255.2021.9468238.
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 6912
Balzereit, Kaja, and Oliver Niggemann. “Automated Reconfiguration of Cyber-Physical Production Systems Using Satisfiability Modulo Theories.” In 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS), 461–68. IEEE, 2020. https://doi.org/10.1109/ICPS48405.2020.9274707.
HSBI-PUB
| DOI
2019 | Artikel | FH-PUB-ID: 6910
Windmann, Stefan, Kaja Balzereit, and Oliver Niggemann. “Model-Based Routing in Flexible Manufacturing Systems.” At - Automatisierungstechnik 67, no. 2 (2019): 95–112. https://doi.org/10.1515/auto-2018-0108.
HSBI-PUB
| DOI