20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte, Andreas, Frank Richter und Rosanna Diovisalvi. 2021. 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).
ELSA
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz und Thomas Bartz-Beielstein. 2021. Cognitive capabilities for the CAAI in cyber-physical production systems. The International Journal of Advanced Manufacturing Technology 115, Nr. 11–12: 3513–3532. doi:10.1007/s00170-021-07248-3, .
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng, Christoph, Natalia Moriz, Andreas Bunte und Henning Trsek. 2020. Concept for Rule-Based Information Aggregation in Modular Production Plants. In: KommA 2020 – Jahreskolloquium Kommunikation in der Automation. Lemgo, Germany.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4513
Bunte, Andreas, Henrik Ressler und Natalia Moriz. 2020. 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.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
Fischbach, Andreas, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz und Thomas Bartz-Beielstein. 2020. CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. The International Journal of Advanced Manufacturing Technology 111, Nr. 1/2: 609–626. doi: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 und Andreas Bunte. 2020. Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion. In: Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, hg. von Michael ten Hompel, Birgit Vogel-Heuser, und Thomas Bauernhansl, 800. Berlin: Springer.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte, Andreas, Paul Wunderlich, Natalia Moriz, Peng Li, Andre Mankowski, Antje Rogalla und Oliver Niggemann. 2019. 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.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke und Oliver Niggemann. 2019. Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In: 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), hg. von Institute of Electrical and Electronics Engineers und Universidad de Zaragoza , 729–736. IEEE International Conference on Emerging Technologies and Factory Automation-ETFA. [Piscataway, NJ]: IEEE. doi:10.1109/etfa.2019.8869038, .
ELSA
| DOI
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke und Oliver Niggemann. 2019. Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems. arXiv e-prints.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte, Andreas, Benno Stein und Oliver Niggemann. 2019. Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models. In: . Hawaii, USA: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19).
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte, Andreas, Oliver Niggemann und Benno Stein. 2018. Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA. In: 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4788
Bunte, Andreas, Peng Li und Oliver Niggemann. 2018. 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.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4789
Bunte, Andreas, Peng Li und Oliver Niggemann. 2017. 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).
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4782
Bunte, Andreas, Alexander Diedrich und Oliver Niggemann. 2016. Natürlichsprachliche Schnittstelle für Produktionssysteme. In: Tagungsband des Entwicklerforums „HMI – Komponenten Lösungen“. München: HMI.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte, Andreas, Alexander Diedrich und Oliver Niggemann. 2016. Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems. In: International Workshop on the Principles of Diagnosis (DX). Denver, CO, USA.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
Bunte, Andreas, Alexander Diedrich und Oliver Niggemann. 2016. Integrating Semantics for Diagnosis of Manufacturing Systems. In: 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Berlin.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
Niggemann, Oliver, Gautam Biswas, Hamed Khorasgani, Sören Volgmann und Andreas Bunte. 2016. Datenanalyse in der intelligenten Fabrik. In: Handbuch Industrie 4.0 Bd. 2, hg. von Birgit Vogel-Hauser, Thomas Bauernhansl, und Michael ten Hompel. Berlin, Heidelberg: Springer Berlin Heidelberg.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich, Alexander, Andreas Bunte, Alexander Maier und Oliver Niggemann. 2015. Kognitive Architektur zum Konzeptlernen in technischen Systemen. In: Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS). Lemgo, Germany.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
Niggemann, Oliver, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann und Andreas Bunte. 2015. 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.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
Niggemann, Oliver, Stefan Windmann, Sören Volgmann, Andreas Bunte und Benno Stein. 2014. Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems. In: International Workshop on the Principles of Diagnosis (DX). Graz, Austria.
ELSA
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20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte, Andreas, Frank Richter und Rosanna Diovisalvi. 2021. 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).
ELSA
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz und Thomas Bartz-Beielstein. 2021. Cognitive capabilities for the CAAI in cyber-physical production systems. The International Journal of Advanced Manufacturing Technology 115, Nr. 11–12: 3513–3532. doi:10.1007/s00170-021-07248-3, .
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng, Christoph, Natalia Moriz, Andreas Bunte und Henning Trsek. 2020. Concept for Rule-Based Information Aggregation in Modular Production Plants. In: KommA 2020 – Jahreskolloquium Kommunikation in der Automation. Lemgo, Germany.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4513
Bunte, Andreas, Henrik Ressler und Natalia Moriz. 2020. 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.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
Fischbach, Andreas, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide Faeskorn-Woyke, Natalia Moriz und Thomas Bartz-Beielstein. 2020. CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. The International Journal of Advanced Manufacturing Technology 111, Nr. 1/2: 609–626. doi: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 und Andreas Bunte. 2020. Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion. In: Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, hg. von Michael ten Hompel, Birgit Vogel-Heuser, und Thomas Bauernhansl, 800. Berlin: Springer.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte, Andreas, Paul Wunderlich, Natalia Moriz, Peng Li, Andre Mankowski, Antje Rogalla und Oliver Niggemann. 2019. 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.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke und Oliver Niggemann. 2019. Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In: 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), hg. von Institute of Electrical and Electronics Engineers und Universidad de Zaragoza , 729–736. IEEE International Conference on Emerging Technologies and Factory Automation-ETFA. [Piscataway, NJ]: IEEE. doi:10.1109/etfa.2019.8869038, .
ELSA
| DOI
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte, Andreas, Andreas Fischbach, Jan Strohschein, Thomas Bartz-Beielstein, Heide Faeskorn-Woyke und Oliver Niggemann. 2019. Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems. arXiv e-prints.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte, Andreas, Benno Stein und Oliver Niggemann. 2019. Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models. In: . Hawaii, USA: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19).
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte, Andreas, Oliver Niggemann und Benno Stein. 2018. Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA. In: 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4788
Bunte, Andreas, Peng Li und Oliver Niggemann. 2018. 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.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4789
Bunte, Andreas, Peng Li und Oliver Niggemann. 2017. 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).
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4782
Bunte, Andreas, Alexander Diedrich und Oliver Niggemann. 2016. Natürlichsprachliche Schnittstelle für Produktionssysteme. In: Tagungsband des Entwicklerforums „HMI – Komponenten Lösungen“. München: HMI.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte, Andreas, Alexander Diedrich und Oliver Niggemann. 2016. Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems. In: International Workshop on the Principles of Diagnosis (DX). Denver, CO, USA.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
Bunte, Andreas, Alexander Diedrich und Oliver Niggemann. 2016. Integrating Semantics for Diagnosis of Manufacturing Systems. In: 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Berlin.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
Niggemann, Oliver, Gautam Biswas, Hamed Khorasgani, Sören Volgmann und Andreas Bunte. 2016. Datenanalyse in der intelligenten Fabrik. In: Handbuch Industrie 4.0 Bd. 2, hg. von Birgit Vogel-Hauser, Thomas Bauernhansl, und Michael ten Hompel. Berlin, Heidelberg: Springer Berlin Heidelberg.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich, Alexander, Andreas Bunte, Alexander Maier und Oliver Niggemann. 2015. Kognitive Architektur zum Konzeptlernen in technischen Systemen. In: Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS). Lemgo, Germany.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
Niggemann, Oliver, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann und Andreas Bunte. 2015. 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.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
Niggemann, Oliver, Stefan Windmann, Sören Volgmann, Andreas Bunte und Benno Stein. 2014. Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems. In: International Workshop on the Principles of Diagnosis (DX). Graz, Austria.
ELSA