20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
A. Bunte, F. Richter, and R. 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), Online Streaming, 2021.
ELSA
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, and T. Bartz-Beielstein, “Cognitive capabilities for the CAAI in cyber-physical production systems,” The International Journal of Advanced Manufacturing Technology, vol. 115, no. 11–12, pp. 3513–3532, 2021, doi: 10.1007/s00170-021-07248-3.
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
C. Geng, N. Moriz, A. Bunte, and H. Trsek, “Concept for Rule-Based Information Aggregation in Modular Production Plants,” in KommA 2020 – Jahreskolloquium Kommunikation in der Automation, Lemgo, 2020.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4513
A. Bunte, H. Ressler, and N. Moriz, “Automated Detection of Production Cycles in Production Plants using Machine Learning,” in 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Wien, 2020.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
A. Fischbach et al., “CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems,” The International Journal of Advanced Manufacturing Technology, vol. 111, no. 1/2, pp. 609–626, 2020, doi: 10.1007/s00170-020-06094-z.
ELSA
| DOI
| WoS
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, and A. Bunte, “Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion,” in Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, M. ten Hompel, B. Vogel-Heuser, and T. Bauernhansl, Eds. Berlin: Springer, 2020, p. 800.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
A. Bunte et al., “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), 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical Production Systems,” in 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, SPAIN, 2019, pp. 729–736. doi: 10.1109/etfa.2019.8869038.
ELSA
| DOI
| WoS
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems,” arXiv e-prints, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
A. Bunte, B. Stein, and O. Niggemann, “Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models,” 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
A. Bunte, O. Niggemann, and B. 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
A. Bunte, P. Li, and O. Niggemann, “Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach,” in International Conference on Agents and Artificial Intelligence (ICAART), 2018.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4789
A. Bunte, P. Li, and O. 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
A. Bunte, A. Diedrich, and O. Niggemann, “Natürlichsprachliche Schnittstelle für Produktionssysteme,” in Tagungsband des Entwicklerforums “HMI – Komponenten Lösungen,” 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
A. Bunte, A. Diedrich, and O. Niggemann, “Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2016.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
A. Bunte, A. Diedrich, and O. Niggemann, “Integrating Semantics for Diagnosis of Manufacturing Systems,” in 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2016.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, and A. Bunte, “Datenanalyse in der intelligenten Fabrik,” in Handbuch Industrie 4.0 Bd. 2, B. Vogel-Hauser, T. Bauernhansl, and M. ten Hompel, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
A. Diedrich, A. Bunte, A. Maier, and O. Niggemann, “Kognitive Architektur zum Konzeptlernen in technischen Systemen,” in Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, S. Volgmann, and A. 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), 2015.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, and B. Stein, “Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2014.
ELSA
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20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
A. Bunte, F. Richter, and R. 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), Online Streaming, 2021.
ELSA
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, and T. Bartz-Beielstein, “Cognitive capabilities for the CAAI in cyber-physical production systems,” The International Journal of Advanced Manufacturing Technology, vol. 115, no. 11–12, pp. 3513–3532, 2021, doi: 10.1007/s00170-021-07248-3.
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
C. Geng, N. Moriz, A. Bunte, and H. Trsek, “Concept for Rule-Based Information Aggregation in Modular Production Plants,” in KommA 2020 – Jahreskolloquium Kommunikation in der Automation, Lemgo, 2020.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4513
A. Bunte, H. Ressler, and N. Moriz, “Automated Detection of Production Cycles in Production Plants using Machine Learning,” in 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Wien, 2020.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
A. Fischbach et al., “CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems,” The International Journal of Advanced Manufacturing Technology, vol. 111, no. 1/2, pp. 609–626, 2020, doi: 10.1007/s00170-020-06094-z.
ELSA
| DOI
| WoS
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, and A. Bunte, “Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion,” in Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, M. ten Hompel, B. Vogel-Heuser, and T. Bauernhansl, Eds. Berlin: Springer, 2020, p. 800.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
A. Bunte et al., “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), 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical Production Systems,” in 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, SPAIN, 2019, pp. 729–736. doi: 10.1109/etfa.2019.8869038.
ELSA
| DOI
| WoS
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, and O. Niggemann, “Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems,” arXiv e-prints, 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
A. Bunte, B. Stein, and O. Niggemann, “Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models,” 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
A. Bunte, O. Niggemann, and B. 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
A. Bunte, P. Li, and O. Niggemann, “Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach,” in International Conference on Agents and Artificial Intelligence (ICAART), 2018.
ELSA
2017 | Konferenz - Beitrag | ELSA-ID: 4789
A. Bunte, P. Li, and O. 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
A. Bunte, A. Diedrich, and O. Niggemann, “Natürlichsprachliche Schnittstelle für Produktionssysteme,” in Tagungsband des Entwicklerforums “HMI – Komponenten Lösungen,” 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
A. Bunte, A. Diedrich, and O. Niggemann, “Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2016.
ELSA
2016 | Konferenz - Beitrag | ELSA-ID: 4791
A. Bunte, A. Diedrich, and O. Niggemann, “Integrating Semantics for Diagnosis of Manufacturing Systems,” in 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2016.
ELSA
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, and A. Bunte, “Datenanalyse in der intelligenten Fabrik,” in Handbuch Industrie 4.0 Bd. 2, B. Vogel-Hauser, T. Bauernhansl, and M. ten Hompel, Eds. Berlin, Heidelberg: Springer Berlin Heidelberg, 2016.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
A. Diedrich, A. Bunte, A. Maier, and O. Niggemann, “Kognitive Architektur zum Konzeptlernen in technischen Systemen,” in Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2015.
ELSA
2015 | Konferenz - Beitrag | ELSA-ID: 4794
O. Niggemann, G. Biswas, J. S. Kinnebrew, H. Khorasgani, S. Volgmann, and A. 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), 2015.
ELSA
2014 | Konferenz - Beitrag | ELSA-ID: 4795
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, and B. Stein, “Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems,” in International Workshop on the Principles of Diagnosis (DX), 2014.
ELSA