20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte, Andreas, Frank Richter, and Rosanna Diovisalvi. “Why It Is Hard to Find AI in SMEs - A Survey From the Practice and How to Promote It.” In International Conference on Agents and Artificial Intelligence (ICAART), 2021.
ELSA
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz, and Thomas Bartz-Beielstein. “Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems.” The International Journal of Advanced Manufacturing Technology 115, no. 11–12 (2021): 3513–32. https://doi.org/10.1007/s00170-021-07248-3.
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng, Christoph, Natalia Moriz, Andreas Bunte, and Henning Trsek. “Concept for Rule-Based Information Aggregation in Modular Production Plants.” In KommA 2020 – Jahreskolloquium Kommunikation in Der Automation. Lemgo, Germany, 2020.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4513
Bunte, Andreas, Henrik Ressler, and Natalia Moriz. “Automated Detection of Production Cycles in Production Plants Using Machine Learning.” In 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) . Vienna, Austria, 2020.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
Fischbach, Andreas, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, and Thomas Bartz-Beielstein. “CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems.” The International Journal of Advanced Manufacturing Technology 111, no. 1/2 (2020): 609–26. https://doi.org/10.1007/s00170-020-06094-z.
ELSA
| DOI
| WoS
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Niggemann, Oliver, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Nemanja Hranisavljevic, and Andreas Bunte. “Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion.” In Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, edited by Michael ten Hompel, Birgit Vogel-Heuser, and Thomas Bauernhansl, 800. Berlin: Springer, 2020.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte, Andreas, Paul Wunderlich, Natalia Moriz, Peng Li, Andre Mankowski, Antje Rogalla, and Oliver Niggemann. “Why Symbolic AI Is a Key Technology for Self-Adaption in the Context of CPPS.” In 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Zaragoza, Spain, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, and Oliver Niggemann. “Evaluation of Cognitive Architectures for Cyber-Physical Production Systems.” In 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), edited by Institute of Electrical and Electronics Engineers and Universidad de Zaragoza , 729–36. IEEE International Conference on Emerging Technologies and Factory Automation-ETFA. [Piscataway, NJ]: IEEE, 2019. https://doi.org/10.1109/etfa.2019.8869038.
ELSA
| DOI
| WoS
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, and Oliver Niggemann. “Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems.” ArXiv E-Prints, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte, Andreas, Benno Stein, and Oliver Niggemann. “Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models.” Hawaii, USA: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte, Andreas, Oliver Niggemann, and Benno Stein. “Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA.” In 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4788
Bunte, Andreas, Peng Li, and Oliver Niggemann. “Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach.” In International Conference on Agents and Artificial Intelligence (ICAART). Madeira, Portugal: SCITEPRESS, 2018.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4789
Bunte, Andreas, Peng Li, and Oliver Niggemann. “Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems.” In 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4782
Bunte, Andreas, Alexander Diedrich, and Oliver Niggemann. “Natürlichsprachliche Schnittstelle Für Produktionssysteme.” In Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen.” München: HMI, 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte, Andreas, Alexander Diedrich, and Oliver Niggemann. “Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems.” In International Workshop on the Principles of Diagnosis (DX). Denver, CO, USA, 2016.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
Bunte, Andreas, Alexander Diedrich, and Oliver Niggemann. “Integrating Semantics for Diagnosis of Manufacturing Systems.” In 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Berlin, 2016.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
Niggemann, Oliver, Gautam Biswas, Hamed Khorasgani, Sören Volgmann, and Andreas Bunte. “Datenanalyse in Der Intelligenten Fabrik.” In Handbuch Industrie 4.0 Bd. 2, edited by Birgit Vogel-Hauser, Thomas Bauernhansl, and Michael ten Hompel. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich, Alexander, Andreas Bunte, Alexander Maier, and Oliver Niggemann. “Kognitive Architektur Zum Konzeptlernen in Technischen Systemen.” In Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS). Lemgo, Germany, 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
Niggemann, Oliver, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, and Andreas Bunte. “Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.” In International Workshop on the Principles of Diagnosis (DX). Paris, France, 2015.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
Niggemann, Oliver, Stefan Windmann, Sören Volgmann, Andreas Bunte, and Benno Stein. “Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems.” In International Workshop on the Principles of Diagnosis (DX). Graz, Austria, 2014.
ELSA
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20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte, Andreas, Frank Richter, and Rosanna Diovisalvi. “Why It Is Hard to Find AI in SMEs - A Survey From the Practice and How to Promote It.” In International Conference on Agents and Artificial Intelligence (ICAART), 2021.
ELSA
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz, and Thomas Bartz-Beielstein. “Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems.” The International Journal of Advanced Manufacturing Technology 115, no. 11–12 (2021): 3513–32. https://doi.org/10.1007/s00170-021-07248-3.
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng, Christoph, Natalia Moriz, Andreas Bunte, and Henning Trsek. “Concept for Rule-Based Information Aggregation in Modular Production Plants.” In KommA 2020 – Jahreskolloquium Kommunikation in Der Automation. Lemgo, Germany, 2020.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4513
Bunte, Andreas, Henrik Ressler, and Natalia Moriz. “Automated Detection of Production Cycles in Production Plants Using Machine Learning.” In 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) . Vienna, Austria, 2020.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
Fischbach, Andreas, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz, and Thomas Bartz-Beielstein. “CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems.” The International Journal of Advanced Manufacturing Technology 111, no. 1/2 (2020): 609–26. https://doi.org/10.1007/s00170-020-06094-z.
ELSA
| DOI
| WoS
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Niggemann, Oliver, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Nemanja Hranisavljevic, and Andreas Bunte. “Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion.” In Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, edited by Michael ten Hompel, Birgit Vogel-Heuser, and Thomas Bauernhansl, 800. Berlin: Springer, 2020.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte, Andreas, Paul Wunderlich, Natalia Moriz, Peng Li, Andre Mankowski, Antje Rogalla, and Oliver Niggemann. “Why Symbolic AI Is a Key Technology for Self-Adaption in the Context of CPPS.” In 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Zaragoza, Spain, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, and Oliver Niggemann. “Evaluation of Cognitive Architectures for Cyber-Physical Production Systems.” In 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), edited by Institute of Electrical and Electronics Engineers and Universidad de Zaragoza , 729–36. IEEE International Conference on Emerging Technologies and Factory Automation-ETFA. [Piscataway, NJ]: IEEE, 2019. https://doi.org/10.1109/etfa.2019.8869038.
ELSA
| DOI
| WoS
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke, and Oliver Niggemann. “Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems.” ArXiv E-Prints, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte, Andreas, Benno Stein, and Oliver Niggemann. “Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models.” Hawaii, USA: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte, Andreas, Oliver Niggemann, and Benno Stein. “Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA.” In 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4788
Bunte, Andreas, Peng Li, and Oliver Niggemann. “Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach.” In International Conference on Agents and Artificial Intelligence (ICAART). Madeira, Portugal: SCITEPRESS, 2018.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4789
Bunte, Andreas, Peng Li, and Oliver Niggemann. “Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems.” In 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4782
Bunte, Andreas, Alexander Diedrich, and Oliver Niggemann. “Natürlichsprachliche Schnittstelle Für Produktionssysteme.” In Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen.” München: HMI, 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte, Andreas, Alexander Diedrich, and Oliver Niggemann. “Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems.” In International Workshop on the Principles of Diagnosis (DX). Denver, CO, USA, 2016.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
Bunte, Andreas, Alexander Diedrich, and Oliver Niggemann. “Integrating Semantics for Diagnosis of Manufacturing Systems.” In 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Berlin, 2016.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
Niggemann, Oliver, Gautam Biswas, Hamed Khorasgani, Sören Volgmann, and Andreas Bunte. “Datenanalyse in Der Intelligenten Fabrik.” In Handbuch Industrie 4.0 Bd. 2, edited by Birgit Vogel-Hauser, Thomas Bauernhansl, and Michael ten Hompel. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich, Alexander, Andreas Bunte, Alexander Maier, and Oliver Niggemann. “Kognitive Architektur Zum Konzeptlernen in Technischen Systemen.” In Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS). Lemgo, Germany, 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
Niggemann, Oliver, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, and Andreas Bunte. “Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control.” In International Workshop on the Principles of Diagnosis (DX). Paris, France, 2015.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
Niggemann, Oliver, Stefan Windmann, Sören Volgmann, Andreas Bunte, and Benno Stein. “Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems.” In International Workshop on the Principles of Diagnosis (DX). Graz, Austria, 2014.
ELSA