22 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte, A., Richter, F., & Diovisalvi, R. (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). Online Streaming.
ELSA
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Niggemann, O., Biswas, G., Kinnebrew, J. S., Khorasgani, H., Hranisavljevic, N., & Bunte, A. (2020). Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion. In M. ten Hompel, B. Vogel-Heuser, & T. Bauernhansl (Eds.), Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik (p. 800). Berlin: Springer.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4798
Fischbach, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. ArXiv E-Prints.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4799
Fischbach, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. ArXiv E-Prints.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4511
Strohschein, J., Fischbach, A., Bunte, A., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems. ArXiv E-Prints.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng, C., Moriz, N., Bunte, A., & Trsek, H. (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, A., Ressler, H., & Moriz, N. (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, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. The International Journal of Advanced Manufacturing Technology. https://doi.org/10.1007/s00170-020-06094-z
ELSA
| DOI
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte, A., Wunderlich, P., Moriz, N., Li, P., Mankowski, A., Rogalla, A., & Niggemann, O. (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, A., Fischbach, A., Strohschein, J., Bartz-Beielstein, T., Faeskorn-Woyke, H., & Niggemann, O. (2019). Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Zaragoza, Spain.
ELSA
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte, A., Fischbach, A., Strohschein, J., Bartz-Beielstein, T., Faeskorn-Woyke, H., & Niggemann, O. (2019). Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems. ArXiv E-Prints.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte, A., Stein, B., & Niggemann, O. (2019). 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).
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte, A., Niggemann, O., & Stein, B. (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, A., Li, P., & Niggemann, O. (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, A., Li, P., & Niggemann, O. (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, A., Diedrich, A., & Niggemann, O. (2016). Natürlichsprachliche Schnittstelle für Produktionssysteme. In Tagungsband des Entwicklerforums “HMI – Komponenten Lösungen.” München: HMI.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte, A., Diedrich, A., & Niggemann, O. (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, A., Diedrich, A., & Niggemann, O. (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, O., Biswas, G., Khorasgani, H., Volgmann, S., & Bunte, A. (2016). Datenanalyse in der intelligenten Fabrik. In B. Vogel-Hauser, T. Bauernhansl, & M. ten Hompel (Eds.), Handbuch Industrie 4.0 Bd. 2. Berlin, Heidelberg: Springer Berlin Heidelberg.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich, A., Bunte, A., Maier, A., & Niggemann, O. (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, O., Biswas, G., Kinnebrew, J. S., Khorasgani, H., Volgmann, S., & Bunte, A. (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, O., Windmann, S., Volgmann, S., Bunte, A., & Stein, B. (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
22 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte, A., Richter, F., & Diovisalvi, R. (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). Online Streaming.
ELSA
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Niggemann, O., Biswas, G., Kinnebrew, J. S., Khorasgani, H., Hranisavljevic, N., & Bunte, A. (2020). Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion. In M. ten Hompel, B. Vogel-Heuser, & T. Bauernhansl (Eds.), Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik (p. 800). Berlin: Springer.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4798
Fischbach, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. ArXiv E-Prints.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4799
Fischbach, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. ArXiv E-Prints.
ELSA
2020 | Zeitschriftenaufsatz | ELSA-ID: 4511
Strohschein, J., Fischbach, A., Bunte, A., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems. ArXiv E-Prints.
ELSA
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng, C., Moriz, N., Bunte, A., & Trsek, H. (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, A., Ressler, H., & Moriz, N. (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, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz, N., & Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. The International Journal of Advanced Manufacturing Technology. https://doi.org/10.1007/s00170-020-06094-z
ELSA
| DOI
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte, A., Wunderlich, P., Moriz, N., Li, P., Mankowski, A., Rogalla, A., & Niggemann, O. (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, A., Fischbach, A., Strohschein, J., Bartz-Beielstein, T., Faeskorn-Woyke, H., & Niggemann, O. (2019). Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). Zaragoza, Spain.
ELSA
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte, A., Fischbach, A., Strohschein, J., Bartz-Beielstein, T., Faeskorn-Woyke, H., & Niggemann, O. (2019). Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems. ArXiv E-Prints.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte, A., Stein, B., & Niggemann, O. (2019). 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).
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte, A., Niggemann, O., & Stein, B. (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, A., Li, P., & Niggemann, O. (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, A., Li, P., & Niggemann, O. (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, A., Diedrich, A., & Niggemann, O. (2016). Natürlichsprachliche Schnittstelle für Produktionssysteme. In Tagungsband des Entwicklerforums “HMI – Komponenten Lösungen.” München: HMI.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte, A., Diedrich, A., & Niggemann, O. (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, A., Diedrich, A., & Niggemann, O. (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, O., Biswas, G., Khorasgani, H., Volgmann, S., & Bunte, A. (2016). Datenanalyse in der intelligenten Fabrik. In B. Vogel-Hauser, T. Bauernhansl, & M. ten Hompel (Eds.), Handbuch Industrie 4.0 Bd. 2. Berlin, Heidelberg: Springer Berlin Heidelberg.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich, A., Bunte, A., Maier, A., & Niggemann, O. (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, O., Biswas, G., Kinnebrew, J. S., Khorasgani, H., Volgmann, S., & Bunte, A. (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, O., Windmann, S., Volgmann, S., Bunte, A., & Stein, B. (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