20 Publikationen
2021 | Konferenz - Beitrag | ELSA-ID: 4509
Bunte A, Richter F, Diovisalvi R. 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 J, Fischbach A, Bunte A, Faeskorn-Woyke H, Moriz N, Bartz-Beielstein T. Cognitive capabilities for the CAAI in cyber-physical production systems. The International Journal of Advanced Manufacturing Technology. 2021;115(11-12):3513-3532. doi:10.1007/s00170-021-07248-3
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng C, Moriz N, Bunte A, Trsek H. 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 A, Ressler H, Moriz N. 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 A, Strohschein J, Bunte A, et al. CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. The International Journal of Advanced Manufacturing Technology. 2020;111(1/2):609-626. doi:10.1007/s00170-020-06094-z
ELSA
| DOI
| WoS
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Niggemann O, Biswas G, Kinnebrew JS, Khorasgani H, Hranisavljevic N, Bunte A. Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion. In: ten Hompel M, Vogel-Heuser B, Bauernhansl T, eds. Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik. Berlin: Springer; 2020:800.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte A, Wunderlich P, Moriz N, 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). Zaragoza, Spain; 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Bunte A, Fischbach A, Strohschein J, Bartz-Beielstein T, Faeskorn-Woyke H, Niggemann O. Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In: Institute of Electrical and Electronics Engineers, Universidad de Zaragoza , eds. 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE International Conference on Emerging Technologies and Factory Automation-ETFA. IEEE; 2019:729-736. doi:10.1109/etfa.2019.8869038
ELSA
| DOI
| WoS
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte A, Fischbach A, Strohschein J, Bartz-Beielstein T, Faeskorn-Woyke H, Niggemann O. Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems. arXiv e-prints. 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte A, Stein B, Niggemann O. 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); 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte A, Niggemann O, Stein B. 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 A, Li P, Niggemann O. 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 A, Li P, Niggemann O. 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 A, Diedrich A, Niggemann O. Natürlichsprachliche Schnittstelle für Produktionssysteme. In: Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen.” München: HMI; 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte A, Diedrich A, Niggemann O. 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 A, Diedrich A, Niggemann O. 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 O, Biswas G, Khorasgani H, Volgmann S, Bunte A. Datenanalyse in der intelligenten Fabrik. In: Vogel-Hauser B, Bauernhansl T, ten Hompel M, eds. Handbuch Industrie 4.0 Bd. 2. Berlin, Heidelberg: Springer Berlin Heidelberg; 2016.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich A, Bunte A, Maier A, Niggemann O. 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 O, Biswas G, Kinnebrew JS, Khorasgani H, Volgmann S, Bunte A. 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 O, Windmann S, Volgmann S, Bunte A, Stein B. 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 A, Richter F, Diovisalvi R. 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 J, Fischbach A, Bunte A, Faeskorn-Woyke H, Moriz N, Bartz-Beielstein T. Cognitive capabilities for the CAAI in cyber-physical production systems. The International Journal of Advanced Manufacturing Technology. 2021;115(11-12):3513-3532. doi:10.1007/s00170-021-07248-3
ELSA
| DOI
| WoS
2020 | Konferenz - Beitrag | ELSA-ID: 4512
Geng C, Moriz N, Bunte A, Trsek H. 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 A, Ressler H, Moriz N. 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 A, Strohschein J, Bunte A, et al. CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical Production Systems. The International Journal of Advanced Manufacturing Technology. 2020;111(1/2):609-626. doi:10.1007/s00170-020-06094-z
ELSA
| DOI
| WoS
2020 | Sammelwerk - Beitrag | ELSA-ID: 4786
Niggemann O, Biswas G, Kinnebrew JS, Khorasgani H, Hranisavljevic N, Bunte A. Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion. In: ten Hompel M, Vogel-Heuser B, Bauernhansl T, eds. Handbuch Industrie 4.0: Produktion, Automatisierung und Logistik. Berlin: Springer; 2020:800.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4780
Bunte A, Wunderlich P, Moriz N, 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). Zaragoza, Spain; 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4781
Bunte A, Fischbach A, Strohschein J, Bartz-Beielstein T, Faeskorn-Woyke H, Niggemann O. Evaluation of Cognitive Architectures for Cyber-Physical Production Systems. In: Institute of Electrical and Electronics Engineers, Universidad de Zaragoza , eds. 24nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE International Conference on Emerging Technologies and Factory Automation-ETFA. IEEE; 2019:729-736. doi:10.1109/etfa.2019.8869038
ELSA
| DOI
| WoS
2019 | Zeitschriftenaufsatz | ELSA-ID: 4784
Bunte A, Fischbach A, Strohschein J, Bartz-Beielstein T, Faeskorn-Woyke H, Niggemann O. Evaluation of Cognitive Architectures for Cyber-Physical ProductionSystems. arXiv e-prints. 2019.
ELSA
2019 | Konferenz - Beitrag | ELSA-ID: 4785
Bunte A, Stein B, Niggemann O. 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); 2019.
ELSA
2018 | Konferenz - Beitrag | ELSA-ID: 4787
Bunte A, Niggemann O, Stein B. 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 A, Li P, Niggemann O. 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 A, Li P, Niggemann O. 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 A, Diedrich A, Niggemann O. Natürlichsprachliche Schnittstelle für Produktionssysteme. In: Tagungsband Des Entwicklerforums “HMI – Komponenten Lösungen.” München: HMI; 2016.
ELSA
| Download (ext.)
2016 | Konferenz - Beitrag | ELSA-ID: 4790
Bunte A, Diedrich A, Niggemann O. 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 A, Diedrich A, Niggemann O. 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 O, Biswas G, Khorasgani H, Volgmann S, Bunte A. Datenanalyse in der intelligenten Fabrik. In: Vogel-Hauser B, Bauernhansl T, ten Hompel M, eds. Handbuch Industrie 4.0 Bd. 2. Berlin, Heidelberg: Springer Berlin Heidelberg; 2016.
ELSA
| Download (ext.)
2015 | Konferenz - Beitrag | ELSA-ID: 4793
Diedrich A, Bunte A, Maier A, Niggemann O. 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 O, Biswas G, Kinnebrew JS, Khorasgani H, Volgmann S, Bunte A. 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 O, Windmann S, Volgmann S, Bunte A, Stein B. 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