Andreas Bunte

According to our database, Andreas Bunte authored at least 13 papers between 2015 and 2020.

Collaborative distances:

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

2020

Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems.

Jan Strohschein, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein

CoRR, 2020

CAAI - A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems.

Andreas Fischbach, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, Thomas Bartz-Beielstein

CoRR, 2020

Automated Detection of Production Cycles in Production Plants using Machine Learning.

Andreas Bunte, Henrik Ressler, Natalia Moriz

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019

Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS.

Andreas Bunte, Paul Wunderlich, Natalia Moriz, Peng Li, André Mankowski, Antje Rogalla, Oliver Niggemann

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Evaluation of Cognitive Architectures for Cyber-Physical Production Systems.

Andreas Bunte, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, Oliver Niggemann

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models.

Andreas Bunte, Benno Stein, Oliver Niggemann

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Mapping Data Sets to Concepts using Machine Learning and a Knowledge based Approach.

Andreas Bunte, Peng Li, Oliver Niggemann

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA.

Andreas Bunte, Oliver Niggemann, Benno Stein

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017

Datenanalyse in der intelligenten Fabrik.

Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte

Proceedings of the Handbuch Industrie 4.0 Bd.2, Automatisierung., 2017

Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems.

Andreas Bunte, Peng Li, Oliver Niggemann

Proceedings of the Machine Learning for Cyber Physical Systems, 2017

2016

Integrating semantics for diagnosis of manufacturing systems.

Andreas Bunte, Alexander Diedrich, Oliver Niggemann

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

2015

Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.

Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, Andreas Bunte

Proceedings of the 26th International Workshop on Principles of Diagnosis (DX-2015) co-located with 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (Safeprocess 2015), Paris, France, August 31, 2015

Kognitive Architektur zum Konzeptlernen in technischen Systemen.

Alexander Diedrich, Andreas Bunte, Alexander Maier, Oliver Niggemann

Proceedings of the Machine Learning for Cyber Physical Systems, 2015