Kaja Balzereit
Fachbereich Ingenieurwissenschaften und Mathematik
https://orcid.org/0000-0001-9203-590214 Publikationen
2026 | Artikel | FH-PUB-ID: 6905
Balzereit, Kaja, et al. “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, Kaja, et al. “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, Kaja, et al. “Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.” ArXiv, Cornell University, 2024, doi:10.48550/ARXIV.2409.00771.
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| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 5077
Zelba, Franziska, et al. “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.” 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), edited by IEEE, IEEE, 2024, pp. 1–4, doi: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, vol. 19, no. 1, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 739–49, doi:10.1109/TII.2022.3146940.
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| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 5778
Grüttemeier, Niels, et al. “Efficient Production Scheduling by Exploiting Repetitive Product Configurations.” 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), edited by IEEE, IEEE, 2023, pp. 1–6, doi:10.1109/INDIN51400.2023.10218249.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5779
Balzereit, Kaja, et al. “Potentials of Explainable Predictions of Order Picking Times in Industrial Production.” Proceedings of the 15th International Conference on Agents and Artificial Intelligence, edited by Ana Paula Rocha et al., SCITEPRESS - Science and Technology Publications, 2023, pp. 405–12, doi:10.5220/0011677000003393.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6907
Ehrhardt, Jonas, et al. “An AI Benchmark for Diagnosis, Reconfiguration & Planning.” 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022, pp. 1–8, doi:10.1109/ETFA52439.2022.9921546.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6911
Balzereit, Kaja, et al. “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.” 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), IEEE, 2022, pp. 1–6, doi:10.1109/ICPS51978.2022.9816879.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6909
Tierney, Kevin, et al. “Explaining Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.” 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022, pp. 1–4, doi:10.1109/ETFA52439.2022.9921490.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6908
Balzereit, Kaja, et al. “An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.” 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), IEEE, 2021, pp. 1–6, doi: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.” 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), IEEE, 2021, pp. 125–31, doi: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.” 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS), IEEE, 2020, pp. 461–68, doi:10.1109/ICPS48405.2020.9274707.
HSBI-PUB
| DOI
2019 | Artikel | FH-PUB-ID: 6910
Windmann, Stefan, et al. “Model-Based Routing in Flexible Manufacturing Systems.” At - Automatisierungstechnik, vol. 67, no. 2, Walter de Gruyter GmbH, 2019, pp. 95–112, doi:10.1515/auto-2018-0108.
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14 Publikationen
2026 | Artikel | FH-PUB-ID: 6905
Balzereit, Kaja, et al. “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, Kaja, et al. “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, Kaja, et al. “Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.” ArXiv, Cornell University, 2024, doi:10.48550/ARXIV.2409.00771.
HSBI-PUB
| DOI
| Download (ext.)
2024 | Konferenzbeitrag | FH-PUB-ID: 5077
Zelba, Franziska, et al. “Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.” 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), edited by IEEE, IEEE, 2024, pp. 1–4, doi: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, vol. 19, no. 1, Institute of Electrical and Electronics Engineers (IEEE), 2023, pp. 739–49, doi:10.1109/TII.2022.3146940.
HSBI-PUB
| DOI
| Download (ext.)
2023 | Konferenzbeitrag | FH-PUB-ID: 5778
Grüttemeier, Niels, et al. “Efficient Production Scheduling by Exploiting Repetitive Product Configurations.” 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), edited by IEEE, IEEE, 2023, pp. 1–6, doi:10.1109/INDIN51400.2023.10218249.
HSBI-PUB
| DOI
2023 | Konferenzbeitrag | FH-PUB-ID: 5779
Balzereit, Kaja, et al. “Potentials of Explainable Predictions of Order Picking Times in Industrial Production.” Proceedings of the 15th International Conference on Agents and Artificial Intelligence, edited by Ana Paula Rocha et al., SCITEPRESS - Science and Technology Publications, 2023, pp. 405–12, doi:10.5220/0011677000003393.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6907
Ehrhardt, Jonas, et al. “An AI Benchmark for Diagnosis, Reconfiguration & Planning.” 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022, pp. 1–8, doi:10.1109/ETFA52439.2022.9921546.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6911
Balzereit, Kaja, et al. “Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.” 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), IEEE, 2022, pp. 1–6, doi:10.1109/ICPS51978.2022.9816879.
HSBI-PUB
| DOI
2022 | Konferenzbeitrag | FH-PUB-ID: 6909
Tierney, Kevin, et al. “Explaining Solutions to Multi-Stage Stochastic Optimization Problems to Decision Makers.” 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022, pp. 1–4, doi:10.1109/ETFA52439.2022.9921490.
HSBI-PUB
| DOI
2021 | Konferenzbeitrag | FH-PUB-ID: 6908
Balzereit, Kaja, et al. “An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.” 2021 IEEE 19th International Conference on Industrial Informatics (INDIN), IEEE, 2021, pp. 1–6, doi: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.” 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems (ICPS), IEEE, 2021, pp. 125–31, doi: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.” 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS), IEEE, 2020, pp. 461–68, doi:10.1109/ICPS48405.2020.9274707.
HSBI-PUB
| DOI
2019 | Artikel | FH-PUB-ID: 6910
Windmann, Stefan, et al. “Model-Based Routing in Flexible Manufacturing Systems.” At - Automatisierungstechnik, vol. 67, no. 2, Walter de Gruyter GmbH, 2019, pp. 95–112, doi:10.1515/auto-2018-0108.
HSBI-PUB
| DOI