Andreas Bunte

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 17

Top Topics

Cognitive Architectures

Production System

Stochastic Optimization Problems

Top Venues

Publications

Niels Grüttemeier, Andreas Bunte, Stefan Windmann
Optimization of a High Storage System with two Cranes per Aisle. INDIN (2023)
Niels Grüttemeier, Kaja Balzereit, Nehal Soni, Andreas Bunte
Efficient Production Scheduling by Exploiting Repetitive Product Configurations. INDIN (2023)
Kaja Balzereit, Nehal Soni, Andreas Bunte
Potentials of Explainable Predictions of Order Picking Times in Industrial Production. ICAART (3) (2023)
Kevin Tierney, Kaja Balzereit, Andreas Bunte, Oliver Niehörster
Explaining solutions to multi-stage stochastic optimization problems to decision makers. ETFA (2022)
Kaja Balzereit, Alexander Diedrich, Daniel Kubus, Jonas Ginster, Andreas Bunte
Generating Causal Hypotheses for Explaining Black-Box Industrial Processes. ICPS (2022)
Andreas Bunte, Frank Richter, Rosanna Diovisalvi
Why It is Hard to Find AI in SMEs: A Survey from the Practice and How to Promote It. ICAART (2) (2021)
Andreas Bunte, Henrik Ressler, Natalia Moriz
Automated Detection of Production Cycles in Production Plants using Machine Learning. ETFA (2020)
Jan Strohschein, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein
Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems. CoRR (2020)
Andreas Fischbach, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein
CAAI - A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. CoRR (2020)
Andreas Bunte, Benno Stein, Oliver Niggemann
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models. AAAI (2019)
Andreas Bunte, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, Oliver Niggemann
Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. CoRR (2019)
Andreas Bunte, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, Oliver Niggemann
Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. ETFA (2019)
Andreas Bunte, Paul Wunderlich, Natalia Moriz, Peng Li, André Mankowski, Antje Rogalla, Oliver Niggemann
Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS. ETFA (2019)
Andreas Bunte, Peng Li, Oliver Niggemann
Mapping Data Sets to Concepts using Machine Learning and a Knowledge based Approach. ICAART (2) (2018)
Andreas Bunte, Oliver Niggemann, Benno Stein
Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA. ETFA (2018)
Andreas Bunte, Peng Li, Oliver Niggemann
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems. ML4CPS (2017)
Andreas Bunte, Alexander Diedrich, Oliver Niggemann
Integrating semantics for diagnosis of manufacturing systems. ETFA (2016)
Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann
Kognitive Architektur zum Konzeptlernen in technischen Systemen. ML4CPS (2015)
Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte
Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control. DX (2015)