Kaja Balzereit
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0001-9203-590214 Publikationen
2026 | Artikel | FH-PUB-ID: 6905
Balzereit K, Mechtenberg M, Schneider A. Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder. arXiv. 2026. doi:10.48550/ARXIV.2605.07458
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 6906
Balzereit K, Grüttemeier N, Morawietz N, Reinhardt D, Windmann S, Wolf P. Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times. arXiv. 2024. doi:10.48550/ARXIV.2409.00771
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5776 | 
Balzereit K, Grüttemeier N, Morawietz N, Reinhardt D, Windmann S, Wolf P. Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times. arXiv. 2024. doi:10.48550/ARXIV.2409.00771
HSBI-PUB
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| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 5077
Zelba F, Balzereit K, Windmann S. Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing. In: IEEE, ed. 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2024:1-4. doi:10.1109/ETFA61755.2024.10710991
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5777 |
Balzereit K, Niggemann O. New Algorithm for Reconfiguration of Cyber-Physical Production Systems . IEEE Transactions on Industrial Informatics. 2023;19(1):739-749. doi:10.1109/TII.2022.3146940
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| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 5778
Grüttemeier N, Balzereit K, Soni N, Bünte A. Efficient Production Scheduling by Exploiting Repetitive Product Configurations. In: IEEE, ed. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN). IEEE; 2023:1-6. doi:10.1109/INDIN51400.2023.10218249
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5779
Balzereit K, Soni N, Bünte A. Potentials of Explainable Predictions of Order Picking Times in Industrial Production. In: Rocha AP, Steels L, van den Herik J, eds. Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023:405-412. doi:10.5220/0011677000003393
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6907
Ehrhardt J, Ramonat M, Heesch R, Balzereit K, Diedrich A, Niggemann O. An AI benchmark for Diagnosis, Reconfiguration & Planning. In: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2022:1-8. doi:10.1109/ETFA52439.2022.9921546
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6911
Balzereit K, Diedrich A, Kubus D, Ginster J, Bunte A. Generating Causal Hypotheses for Explaining Black-Box Industrial Processes. In: 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE; 2022:1-6. doi:10.1109/ICPS51978.2022.9816879
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6909
Tierney K, Balzereit K, Bunte A, Niehorster O. Explaining solutions to multi-stage stochastic optimization problems to decision makers. In: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2022:1-4. doi:10.1109/ETFA52439.2022.9921490
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6908
Balzereit K, Diedrich A, Ginster J, Windmann S, Niggemann O. 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). IEEE; 2021:1-6. doi:10.1109/INDIN45523.2021.9557516
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6913
Balzereit K, Niggemann O. Gradient-based Reconfiguration of Cyber-Physical Production Systems. In: 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE; 2021:125-131. doi:10.1109/ICPS49255.2021.9468238
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 6912
Balzereit K, Niggemann O. Automated Reconfiguration of Cyber-Physical Production Systems using Satisfiability Modulo Theories. In: 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS). IEEE; 2020:461-468. doi:10.1109/ICPS48405.2020.9274707
HSBI-PUB
| DOI
2019 | Artikel | FH-PUB-ID: 6910
Windmann S, Balzereit K, Niggemann O. Model-based routing in flexible manufacturing systems. at - Automatisierungstechnik. 2019;67(2):95-112. doi:10.1515/auto-2018-0108
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14 Publikationen
2026 | Artikel | FH-PUB-ID: 6905
Balzereit K, Mechtenberg M, Schneider A. Estimation of Motor Unit Parameters from Surface Electromyograms using an Informed Autoencoder. arXiv. 2026. doi:10.48550/ARXIV.2605.07458
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 6906
Balzereit K, Grüttemeier N, Morawietz N, Reinhardt D, Windmann S, Wolf P. Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times. arXiv. 2024. doi:10.48550/ARXIV.2409.00771
HSBI-PUB
| DOI
2024 | Artikel | FH-PUB-ID: 5776 |
Balzereit K, Grüttemeier N, Morawietz N, Reinhardt D, Windmann S, Wolf P. Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times. arXiv. 2024. doi:10.48550/ARXIV.2409.00771
HSBI-PUB
| DOI
| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 5077
Zelba F, Balzereit K, Windmann S. Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing. In: IEEE, ed. 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2024:1-4. doi:10.1109/ETFA61755.2024.10710991
HSBI-PUB
| DOI
2023 | Artikel | FH-PUB-ID: 5777 |
Balzereit K, Niggemann O. New Algorithm for Reconfiguration of Cyber-Physical Production Systems . IEEE Transactions on Industrial Informatics. 2023;19(1):739-749. doi:10.1109/TII.2022.3146940
HSBI-PUB
| DOI
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 5778
Grüttemeier N, Balzereit K, Soni N, Bünte A. Efficient Production Scheduling by Exploiting Repetitive Product Configurations. In: IEEE, ed. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN). IEEE; 2023:1-6. doi:10.1109/INDIN51400.2023.10218249
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5779
Balzereit K, Soni N, Bünte A. Potentials of Explainable Predictions of Order Picking Times in Industrial Production. In: Rocha AP, Steels L, van den Herik J, eds. Proceedings of the 15th International Conference on Agents and Artificial Intelligence. SCITEPRESS - Science and Technology Publications; 2023:405-412. doi:10.5220/0011677000003393
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6907
Ehrhardt J, Ramonat M, Heesch R, Balzereit K, Diedrich A, Niggemann O. An AI benchmark for Diagnosis, Reconfiguration & Planning. In: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2022:1-8. doi:10.1109/ETFA52439.2022.9921546
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6911
Balzereit K, Diedrich A, Kubus D, Ginster J, Bunte A. Generating Causal Hypotheses for Explaining Black-Box Industrial Processes. In: 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE; 2022:1-6. doi:10.1109/ICPS51978.2022.9816879
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6909
Tierney K, Balzereit K, Bunte A, Niehorster O. Explaining solutions to multi-stage stochastic optimization problems to decision makers. In: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE; 2022:1-4. doi:10.1109/ETFA52439.2022.9921490
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6908
Balzereit K, Diedrich A, Ginster J, Windmann S, Niggemann O. 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). IEEE; 2021:1-6. doi:10.1109/INDIN45523.2021.9557516
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6913
Balzereit K, Niggemann O. Gradient-based Reconfiguration of Cyber-Physical Production Systems. In: 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE; 2021:125-131. doi:10.1109/ICPS49255.2021.9468238
HSBI-PUB
| DOI
2020 | Konferenzbeitrag | FH-PUB-ID: 6912
Balzereit K, Niggemann O. Automated Reconfiguration of Cyber-Physical Production Systems using Satisfiability Modulo Theories. In: 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS). IEEE; 2020:461-468. doi:10.1109/ICPS48405.2020.9274707
HSBI-PUB
| DOI
2019 | Artikel | FH-PUB-ID: 6910
Windmann S, Balzereit K, Niggemann O. Model-based routing in flexible manufacturing systems. at - Automatisierungstechnik. 2019;67(2):95-112. doi:10.1515/auto-2018-0108
HSBI-PUB
| DOI