Kaja Balzereit

According to our database, Kaja Balzereit authored at least 17 papers between 2019 and 2024.

Collaborative distances:

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

2024

Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times.

Kaja Balzereit, Niels Grüttemeier, Nils Morawietz, Dennis Reinhardt, Stefan Windmann, Petra Wolf

CoRR, 2024

Concepts and Measures Towards Trustworthy AI in Industrial Manufacturing.

Franziska Zelba, Kaja Balzereit, Stefan Windmann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

2023

Reconfiguration of Hybrid Systems.

Kaja Balzereit

PhD thesis, 2023

AutoConf: New Algorithm for Reconfiguration of Cyber-Physical Production Systems.

Kaja Balzereit, Oliver Niggemann

IEEE Trans. Ind. Informatics, 2023

Efficient Production Scheduling by Exploiting Repetitive Product Configurations.

Niels Grüttemeier, Kaja Balzereit, Nehal Soni, Andreas Bunte

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Potentials of Explainable Predictions of Order Picking Times in Industrial Production.

Kaja Balzereit, Nehal Soni, Andreas Bunte

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

Generating Causal Hypotheses for Explaining Black-Box Industrial Processes.

Kaja Balzereit, Alexander Diedrich, Daniel Kubus, Jonas Ginster, Andreas Bunte

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Explaining solutions to multi-stage stochastic optimization problems to decision makers.

Kevin Tierney, Kaja Balzereit, Andreas Bunte, Oliver Niehörster

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

An AI benchmark for Diagnosis, Reconfiguration & Planning.

Jonas Ehrhardt, Malte Ramonat, René Heesch, Kaja Balzereit, Alexander Diedrich, Oliver Niggemann

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

2021

Reconfiguring Hybrid Systems Using SAT.

Kaja Balzereit, Oliver Niggemann

CoRR, 2021

An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.

Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

Gradient-based Reconfiguration of Cyber-Physical Production Systems.

Kaja Balzereit, Oliver Niggemann

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

2020

A Concept for the Automated Reconfiguration of Quadcopters.

Kaja Balzereit, Marta Fullen, Oliver Niggemann

Proceedings of the Conference "Lernen, 2020

Automated Reconfiguration of Cyber-Physical Production Systems using Satisfiability Modulo Theories.

Kaja Balzereit, Oliver Niggemann

Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

2019

Model-based routing in flexible manufacturing systems.

Stefan Windmann, Kaja Balzereit, Oliver Niggemann

Autom., 2019

Applying OPC-UA for Factory-Wide Industrial Assistance Systems.

Björn Barig, Kaja Balzereit, Tino Hutschenreuther

Proceedings of the 15th IEEE International Workshop on Factory Communication Systems, 2019

Data-driven Identification of Causal Dependencies in Cyber-Physical Production Systems.

Kaja Balzereit, Alexander Maier, Björn Barig, Tino Hutschenreuther, Oliver Niggemann

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019