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50 Publikationen
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.
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| 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.
2021 | Zeitschriftenaufsatz | ELSA-ID: 6689 |

Determination of free amino nitrogen in beer mash with an inline NIR transflectance probe and data evaluation by machine learning algorithms
P. Wefing, F. Conradi, J. Rämisch, P. Neubauer, J. Schneider, Brewing Science 74 (2021) 107–121.
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P. Wefing, F. Conradi, J. Rämisch, P. Neubauer, J. Schneider, Brewing Science 74 (2021) 107–121.
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 7519
More of the same? Effects of volume and variety of social media brand engagement behavior
T. Schäfers, T. Falk, A. Kumar, J. Schamari, Journal of Business Research 135 (2021) 282–294.
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T. Schäfers, T. Falk, A. Kumar, J. Schamari, Journal of Business Research 135 (2021) 282–294.
2021 | Konferenzband - Beitrag | ELSA-ID: 11803
Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control
A. Müller, V. Rangras, G. Schnittker, M. Waldmann, M. Friesen, T. Ferfers, L. Schreckenberg, F. Hufen, J. Jasperneite, M. Wiering, Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control, IEEE, Piscataway, NJ, 2021.
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| arXiv
A. Müller, V. Rangras, G. Schnittker, M. Waldmann, M. Friesen, T. Ferfers, L. Schreckenberg, F. Hufen, J. Jasperneite, M. Wiering, Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control, IEEE, Piscataway, NJ, 2021.
2020 | Konferenz - Beitrag | ELSA-ID: 4097 |

Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation
A. Besginow, S. Büttner, C. Röcker, in: 22nd International Conference on Human-Computer Interaction, Springer, Berlin, 2020, pp. 178–192.
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A. Besginow, S. Büttner, C. Röcker, in: 22nd International Conference on Human-Computer Interaction, Springer, Berlin, 2020, pp. 178–192.
2020 | Konferenzband - Beitrag | ELSA-ID: 4100 |

Conceptual Design of an AI-Based Learning Assistant
T. Schmohl, S. Schwickert, O. Glahn, Conceptual Design of an AI-Based Learning Assistant , Libreriauniversitaria.it, Bologna, 2020.
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T. Schmohl, S. Schwickert, O. Glahn, Conceptual Design of an AI-Based Learning Assistant , Libreriauniversitaria.it, Bologna, 2020.
2020 | Konferenzband - Beitrag | ELSA-ID: 12807
Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization
A. Leemhuis, S. Waloschek, A. Hadjakos, Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Springer International Publishing, Cham, 2020.
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A. Leemhuis, S. Waloschek, A. Hadjakos, Bacher than Bach? On Musicologically Informed AI-Based Bach Chorale Harmonization, Springer International Publishing, Cham, 2020.
2020 | Konferenzband - Beitrag | ELSA-ID: 12812
Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0
F. Berns, M. Lange-Hegermann, C. Beecks, Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0, SCITEPRESS - Science and Technology Publications, 2020.
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F. Berns, M. Lange-Hegermann, C. Beecks, Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0, SCITEPRESS - Science and Technology Publications, 2020.
2020 | Sammelwerk - Beitrag | ELSA-ID: 11883
Das eCoFolio - ein reflexives E-Portfolio in der Lehramtsausbildung für Berufsschulen
S. Claes, Y. Fischer, C. Mertens, in: S. Heuchemer, B. Szczyrba, T. van Treeck (Eds.), Hochschuldidaktik als Akteurin der Hochschulentwicklung, 1st ed., wbv , Bielefeld, 2020, pp. 207–213.
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S. Claes, Y. Fischer, C. Mertens, in: S. Heuchemer, B. Szczyrba, T. van Treeck (Eds.), Hochschuldidaktik als Akteurin der Hochschulentwicklung, 1st ed., wbv , Bielefeld, 2020, pp. 207–213.
2019 | Konferenz - Beitrag | ELSA-ID: 4102 |

Handling Work Complexity with AR/Deep Learning
H. Dhiman, S. Büttner, C. Röcker, R. Reisch, in: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, ACM, 2019, pp. 518–522.
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H. Dhiman, S. Büttner, C. Röcker, R. Reisch, in: Proceedings of the 31st Australian Conference on Human-Computer-Interaction (OzCHI’19) : 2nd Dec.-5th Dec. 2019, Perth/Fremantle, WA, Australia, ACM, 2019, pp. 518–522.
2019 | Sammelwerk - Beitrag | ELSA-ID: 4312
Machine Learning for Assistance Systems: Pattern-Based Approach to Online Step Recognition
M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, C. Röcker, in: IEEE (Ed.), 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), IEEE, Piscataway, NJ , 2019, pp. 296–302.
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M. Fullen, A. Maier, A. Nazarenko, S. Jenderny, C. Röcker, in: IEEE (Ed.), 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), IEEE, Piscataway, NJ , 2019, pp. 296–302.
2019 | Sammelwerk - Beitrag | ELSA-ID: 4313
Exploring the Acceptance of Video-Based Medical Support
C. Röcker, in: W. Karwowski, T. Ahram (Eds.), Intelligent Human Systems Integration 2019, Springer, Cham, 2019, pp. 551–556.
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C. Röcker, in: W. Karwowski, T. Ahram (Eds.), Intelligent Human Systems Integration 2019, Springer, Cham, 2019, pp. 551–556.
2019 | Sammelwerk - Beitrag | ELSA-ID: 6850
Einsatz von eTutorien als komplementäre Lehr- und Lernform
K. von Blanckenburg, E. Knost, in: T. Schmohl, D. Schäffer (Eds.), Lehrexperimente der Hochschulbildung- Didaktische Innovationen aus den Fachdisziplinen, 2. Auflage, wbv , Bielefeld, 2019, pp. 41–46.
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K. von Blanckenburg, E. Knost, in: T. Schmohl, D. Schäffer (Eds.), Lehrexperimente der Hochschulbildung- Didaktische Innovationen aus den Fachdisziplinen, 2. Auflage, wbv , Bielefeld, 2019, pp. 41–46.
2018 | Konferenz - Beitrag | ELSA-ID: 4327 |

Assistance System to Support Troubleshooting of Complex Industrial Systems
D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann, C. Röcker, in: 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Piscataway, NJ, 2018.
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D. Lang, P. Wunderlich, M. Heinz, L. Wisniewski, J. Jasperneite, O. Niggemann, C. Röcker, in: 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, Piscataway, NJ, 2018.
2018 | Konferenzband - Beitrag | ELSA-ID: 9650 |

Towards a New Scholarship of German Science Education
T. Schmohl, Towards a New Scholarship of German Science Education, 7th ed., libreriauniversitaria.it edizioni, Padova, 2018.
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T. Schmohl, Towards a New Scholarship of German Science Education, 7th ed., libreriauniversitaria.it edizioni, Padova, 2018.
2017 | Konferenz - Beitrag | ELSA-ID: 4254 |

Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction
S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, in: A. Holzinger (Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham, 2017, pp. 69–82.
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S. Büttner, P. Wunderlich, M. Heinz, O. Niggemann, C. Röcker, in: A. Holzinger (Ed.), Machine Learning and Knowledge Extraction : First IFIP TC 5, WG 8.4, 8.9, 12.9 International Cross-Domain Conference, CD-MAKE 2017, Reggio, Italy, August 29 – September 1, 2017, Proceedings, Springer, Cham, 2017, pp. 69–82.
2017 | Bachelorarbeit | ELSA-ID: 811
eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion
F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion, Hochschule Ostwestfalen-Lippe, Lemgo, 2017.
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F. Böhl, eLearning in der Hochschullehre: Entwicklung eines Leitfadens für den Studiengang Medienproduktion, Hochschule Ostwestfalen-Lippe, Lemgo, 2017.
2017 | Konferenzband - Beitrag | ELSA-ID: 7592 |

The research—education nexus: Basic premises and practical application of the "Scholarship" movement
T. Schmohl, The Research—Education Nexus: Basic Premises and Practical Application of the “Scholarship” Movement, Libreriauniversitaria.it, Bologna, 2017.
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T. Schmohl, The Research—Education Nexus: Basic Premises and Practical Application of the “Scholarship” Movement, Libreriauniversitaria.it, Bologna, 2017.
2016 | Sammelwerk - Beitrag | ELSA-ID: 4298
Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning
S. Robert, S. Büttner, C. Röcker, A. Holzinger, in: A. Holzinger (Ed.), Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , Springer, Cham, CH, 2016, pp. 357–376.
ELSA
| DOI
S. Robert, S. Büttner, C. Röcker, A. Holzinger, in: A. Holzinger (Ed.), Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , Springer, Cham, CH, 2016, pp. 357–376.
2015 | Sammelwerk | ELSA-ID: 4336 |

Smart Health: Open Problems and Future Challenges
A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.
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A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.