20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Why it is Hard to Find AI in SMEs - A Survey From the Practice and How to Promote it
A. Bunte, F. Richter, R. Diovisalvi, in: International Conference on Agents and Artificial Intelligence (ICAART), 2021.
ELSA
A. Bunte, F. Richter, R. Diovisalvi, in: International Conference on Agents and Artificial Intelligence (ICAART), 2021.
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Cognitive capabilities for the CAAI in cyber-physical production systems
J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 115 (2021) 3513–3532.
ELSA
| DOI
| WoS
J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 115 (2021) 3513–3532.
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Concept for Rule-Based Information Aggregation in Modular Production Plants
C. Geng, N. Moriz, A. Bunte, H. Trsek, in: KommA 2020 – Jahreskolloquium Kommunikation in Der Automation, Lemgo, Germany, 2020.
ELSA
C. Geng, N. Moriz, A. Bunte, H. Trsek, in: KommA 2020 – Jahreskolloquium Kommunikation in Der Automation, Lemgo, Germany, 2020.
2020 | Konferenz - Beitrag | ELSA-ID: 4513
Automated Detection of Production Cycles in Production Plants using Machine Learning
A. Bunte, H. Ressler, N. Moriz, in: 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Vienna, Austria, 2020.
ELSA
A. Bunte, H. Ressler, N. Moriz, in: 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Vienna, Austria, 2020.
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems
A. Fischbach, J. Strohschein, A. Bunte, J. Stork, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 111 (2020) 609–626.
ELSA
| DOI
| WoS
A. Fischbach, J. Strohschein, A. Bunte, J. Stork, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 111 (2020) 609–626.
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, A. Bunte, in: M. ten Hompel, B. Vogel-Heuser, T. Bauernhansl (Eds.), Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, Springer, Berlin, 2020, p. 800.
ELSA
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, A. Bunte, in: M. ten Hompel, B. Vogel-Heuser, T. Bauernhansl (Eds.), Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, Springer, Berlin, 2020, p. 800.
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS
A. Bunte, P. Wunderlich, N. Moriz, P. Li, A. Mankowski, A. Rogalla, O. Niggemann, in: 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019.
ELSA
A. Bunte, P. Wunderlich, N. Moriz, P. Li, A. Mankowski, A. Rogalla, O. Niggemann, in: 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019.
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Evaluation of Cognitive Architectures for Cyber-Physical Production Systems
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, in: Institute of Electrical and Electronics Engineers, Universidad de Zaragoza (Eds.), 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, [Piscataway, NJ], 2019, pp. 729–736.
ELSA
| DOI
| WoS
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, in: Institute of Electrical and Electronics Engineers, Universidad de Zaragoza (Eds.), 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, [Piscataway, NJ], 2019, pp. 729–736.
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, ArXiv E-Prints (2019).
ELSA
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, ArXiv E-Prints (2019).
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models
A. Bunte, B. Stein, O. Niggemann, in: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, 2019.
ELSA
A. Bunte, B. Stein, O. Niggemann, in: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, 2019.
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA
A. Bunte, O. Niggemann, B. Stein, in: 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
ELSA
A. Bunte, O. Niggemann, B. Stein, in: 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
2018 | Konferenz - Beitrag | ELSA-ID: 4788
Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach
A. Bunte, P. Li, O. Niggemann, in: International Conference on Agents and Artificial Intelligence (ICAART), SCITEPRESS, Madeira, Portugal, 2018.
ELSA
A. Bunte, P. Li, O. Niggemann, in: International Conference on Agents and Artificial Intelligence (ICAART), SCITEPRESS, Madeira, Portugal, 2018.
2017 | Konferenz - Beitrag | ELSA-ID: 4789
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems
A. Bunte, P. Li, O. Niggemann, in: 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
ELSA
A. Bunte, P. Li, O. Niggemann, in: 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
2016 | Konferenz - Beitrag | ELSA-ID: 4782
Natürlichsprachliche Schnittstelle für Produktionssysteme
A. Bunte, A. Diedrich, O. Niggemann, in: Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen,” HMI, München, 2016.
ELSA
| Download (ext.)
A. Bunte, A. Diedrich, O. Niggemann, in: Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen,” HMI, München, 2016.
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems
A. Bunte, A. Diedrich, O. Niggemann, in: International Workshop on the Principles of Diagnosis (DX), Denver, CO, USA, 2016.
ELSA
A. Bunte, A. Diedrich, O. Niggemann, in: International Workshop on the Principles of Diagnosis (DX), Denver, CO, USA, 2016.
2016 | Konferenz - Beitrag | ELSA-ID: 4791
Integrating Semantics for Diagnosis of Manufacturing Systems
A. Bunte, A. Diedrich, O. Niggemann, in: 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Berlin, 2016.
ELSA
A. Bunte, A. Diedrich, O. Niggemann, in: 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Berlin, 2016.
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
Datenanalyse in der intelligenten Fabrik
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, A. Bunte, in: B. Vogel-Hauser, T. Bauernhansl, M. ten Hompel (Eds.), Handbuch Industrie 4.0 Bd. 2, Springer Berlin Heidelberg, Berlin, Heidelberg, 2016.
ELSA
| Download (ext.)
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, A. Bunte, in: B. Vogel-Hauser, T. Bauernhansl, M. ten Hompel (Eds.), Handbuch Industrie 4.0 Bd. 2, Springer Berlin Heidelberg, Berlin, Heidelberg, 2016.
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Kognitive Architektur zum Konzeptlernen in technischen Systemen
A. Diedrich, A. Bunte, A. Maier, O. Niggemann, in: Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), Lemgo, Germany, 2015.
ELSA
A. Diedrich, A. Bunte, A. Maier, O. Niggemann, in: Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), Lemgo, Germany, 2015.
2015 | Konferenz - Beitrag | ELSA-ID: 4794
Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, S. Volgmann, A. Bunte, in: International Workshop on the Principles of Diagnosis (DX), Paris, France, 2015.
ELSA
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, S. Volgmann, A. Bunte, in: International Workshop on the Principles of Diagnosis (DX), Paris, France, 2015.
2014 | Konferenz - Beitrag | ELSA-ID: 4795
Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, B. Stein, in: International Workshop on the Principles of Diagnosis (DX), Graz, Austria, 2014.
ELSA
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, B. Stein, in: International Workshop on the Principles of Diagnosis (DX), Graz, Austria, 2014.
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20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Why it is Hard to Find AI in SMEs - A Survey From the Practice and How to Promote it
A. Bunte, F. Richter, R. Diovisalvi, in: International Conference on Agents and Artificial Intelligence (ICAART), 2021.
ELSA
A. Bunte, F. Richter, R. Diovisalvi, in: International Conference on Agents and Artificial Intelligence (ICAART), 2021.
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Cognitive capabilities for the CAAI in cyber-physical production systems
J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 115 (2021) 3513–3532.
ELSA
| DOI
| WoS
J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 115 (2021) 3513–3532.
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Concept for Rule-Based Information Aggregation in Modular Production Plants
C. Geng, N. Moriz, A. Bunte, H. Trsek, in: KommA 2020 – Jahreskolloquium Kommunikation in Der Automation, Lemgo, Germany, 2020.
ELSA
C. Geng, N. Moriz, A. Bunte, H. Trsek, in: KommA 2020 – Jahreskolloquium Kommunikation in Der Automation, Lemgo, Germany, 2020.
2020 | Konferenz - Beitrag | ELSA-ID: 4513
Automated Detection of Production Cycles in Production Plants using Machine Learning
A. Bunte, H. Ressler, N. Moriz, in: 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Vienna, Austria, 2020.
ELSA
A. Bunte, H. Ressler, N. Moriz, in: 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) , Vienna, Austria, 2020.
2020 | Zeitschriftenaufsatz | ELSA-ID: 4518
CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems
A. Fischbach, J. Strohschein, A. Bunte, J. Stork, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 111 (2020) 609–626.
ELSA
| DOI
| WoS
A. Fischbach, J. Strohschein, A. Bunte, J. Stork, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology 111 (2020) 609–626.
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, A. Bunte, in: M. ten Hompel, B. Vogel-Heuser, T. Bauernhansl (Eds.), Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, Springer, Berlin, 2020, p. 800.
ELSA
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, N. Hranisavljevic, A. Bunte, in: M. ten Hompel, B. Vogel-Heuser, T. Bauernhansl (Eds.), Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik, Springer, Berlin, 2020, p. 800.
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS
A. Bunte, P. Wunderlich, N. Moriz, P. Li, A. Mankowski, A. Rogalla, O. Niggemann, in: 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019.
ELSA
A. Bunte, P. Wunderlich, N. Moriz, P. Li, A. Mankowski, A. Rogalla, O. Niggemann, in: 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019.
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Evaluation of Cognitive Architectures for Cyber-Physical Production Systems
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, in: Institute of Electrical and Electronics Engineers, Universidad de Zaragoza (Eds.), 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, [Piscataway, NJ], 2019, pp. 729–736.
ELSA
| DOI
| WoS
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, in: Institute of Electrical and Electronics Engineers, Universidad de Zaragoza (Eds.), 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, [Piscataway, NJ], 2019, pp. 729–736.
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, ArXiv E-Prints (2019).
ELSA
A. Bunte, A. Fischbach, J. Strohschein, T. Bartz-Beielstein, H. Faeskorn-Woyke, O. Niggemann, ArXiv E-Prints (2019).
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models
A. Bunte, B. Stein, O. Niggemann, in: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, 2019.
ELSA
A. Bunte, B. Stein, O. Niggemann, in: Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), Hawaii, USA, 2019.
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA
A. Bunte, O. Niggemann, B. Stein, in: 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
ELSA
A. Bunte, O. Niggemann, B. Stein, in: 23th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2018.
2018 | Konferenz - Beitrag | ELSA-ID: 4788
Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach
A. Bunte, P. Li, O. Niggemann, in: International Conference on Agents and Artificial Intelligence (ICAART), SCITEPRESS, Madeira, Portugal, 2018.
ELSA
A. Bunte, P. Li, O. Niggemann, in: International Conference on Agents and Artificial Intelligence (ICAART), SCITEPRESS, Madeira, Portugal, 2018.
2017 | Konferenz - Beitrag | ELSA-ID: 4789
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems
A. Bunte, P. Li, O. Niggemann, in: 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
ELSA
A. Bunte, P. Li, O. Niggemann, in: 3rd Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), 2017.
2016 | Konferenz - Beitrag | ELSA-ID: 4782
Natürlichsprachliche Schnittstelle für Produktionssysteme
A. Bunte, A. Diedrich, O. Niggemann, in: Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen,” HMI, München, 2016.
ELSA
| Download (ext.)
A. Bunte, A. Diedrich, O. Niggemann, in: Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen,” HMI, München, 2016.
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems
A. Bunte, A. Diedrich, O. Niggemann, in: International Workshop on the Principles of Diagnosis (DX), Denver, CO, USA, 2016.
ELSA
A. Bunte, A. Diedrich, O. Niggemann, in: International Workshop on the Principles of Diagnosis (DX), Denver, CO, USA, 2016.
2016 | Konferenz - Beitrag | ELSA-ID: 4791
Integrating Semantics for Diagnosis of Manufacturing Systems
A. Bunte, A. Diedrich, O. Niggemann, in: 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Berlin, 2016.
ELSA
A. Bunte, A. Diedrich, O. Niggemann, in: 21th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Berlin, 2016.
2016 | Sammelwerk - Beitrag | ELSA-ID: 4792
Datenanalyse in der intelligenten Fabrik
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, A. Bunte, in: B. Vogel-Hauser, T. Bauernhansl, M. ten Hompel (Eds.), Handbuch Industrie 4.0 Bd. 2, Springer Berlin Heidelberg, Berlin, Heidelberg, 2016.
ELSA
| Download (ext.)
O. Niggemann, G. Biswas, H. Khorasgani, S. Volgmann, A. Bunte, in: B. Vogel-Hauser, T. Bauernhansl, M. ten Hompel (Eds.), Handbuch Industrie 4.0 Bd. 2, Springer Berlin Heidelberg, Berlin, Heidelberg, 2016.
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Kognitive Architektur zum Konzeptlernen in technischen Systemen
A. Diedrich, A. Bunte, A. Maier, O. Niggemann, in: Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), Lemgo, Germany, 2015.
ELSA
A. Diedrich, A. Bunte, A. Maier, O. Niggemann, in: Machine Learning for Cyber Physical Systems and Industry 4.0 (ML4CPS), Lemgo, Germany, 2015.
2015 | Konferenz - Beitrag | ELSA-ID: 4794
Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, S. Volgmann, A. Bunte, in: International Workshop on the Principles of Diagnosis (DX), Paris, France, 2015.
ELSA
O. Niggemann, G. Biswas, J.S. Kinnebrew, H. Khorasgani, S. Volgmann, A. Bunte, in: International Workshop on the Principles of Diagnosis (DX), Paris, France, 2015.
2014 | Konferenz - Beitrag | ELSA-ID: 4795
Using Learned Models for the Root Cause Analysis of Cyber-Physical Production Systems
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, B. Stein, in: International Workshop on the Principles of Diagnosis (DX), Graz, Austria, 2014.
ELSA
O. Niggemann, S. Windmann, S. Volgmann, A. Bunte, B. Stein, in: International Workshop on the Principles of Diagnosis (DX), Graz, Austria, 2014.