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15 Publikationen
2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 11808
Klepp, Georg Heinrich: Modelling activated carbon hydrogen storage tanks using machine learning models. In: Energy : the international journal ; technologies, resources, reserves, demands, impact, conservation, management, policy Bd. 306. Amsterdam, Elsevier BV (2024)
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2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12167
Subramanian, Ramakrishnan ; Büker, Ulrich: Study of Contactless Computer Vision-Based Road Condition Estimation Methods Within the Framework of an Operational Design Domain Monitoring System. In: Eng : advances in engineering Bd. 5. Basel, MDPI AG (2024), Nr. 4, S. 2778–2804
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2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12785
Wunderlich, Paul ; Wiegräbe, Frauke ; Dörksen, Helene: Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. In: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH Bd. 20. Basel, MDPI (2023), Nr. 2
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| PubMed | Europe PMC
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12806
Hinterleitner, Alexander ; Schulz, Richard ; Hans, Lukas ; Subbotin, Aleksandr ; Barthel, Nils ; Pütz, Noah ; Rosellen, Martin ; Bartz-Beielstein, Thomas ; u. a.: Online Machine Learning and Surrogate-Model-Based Optimization for Improved Production Processes Using a Cognitive Architecture. In: Applied Sciences : open access journal Bd. 13. Basel, MDPI AG (2023), Nr. 20
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2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 10216 | 
Fulek, Ruwen ; Ramm, Selina ; Kiera, Christian ; Pein-Hackelbusch, Miriam ; Odefey, Ulrich: A machine learning approach to qualitatively evaluate different granulation phases by acoustic emissions. In: Pharmaceutics Bd. 15. Basel, MDPI (2023), Nr. 8
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| PubMed | Europe PMC
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan ; Fischbach, Andreas ; Bunte, Andreas ; Faeskorn-Woyke, Heide ; Moriz, Natalia ; Bartz-Beielstein, Thomas: Cognitive capabilities for the CAAI in cyber-physical production systems. In: The International Journal of Advanced Manufacturing Technology Bd. 115. London [u.a.], Springer (2021), Nr. 11–12, S. 3513–3532
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2021 | Zeitschriftenaufsatz | ELSA-ID: 6689 |
Wefing, Patrick ; Conradi, Florian ; Rämisch, Johannes ; Neubauer, Peter ; Schneider, Jan: Determination of free amino nitrogen in beer mash with an inline NIR transflectance probe and data evaluation by machine learning algorithms. In: Brewing science Bd. 74, Carl (2021), Nr. 9/10, S. 107–121
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2020 | Konferenz - Beitrag | ELSA-ID: 4097 |
Besginow, Andreas ; Büttner, Sebastian ; Röcker, Carsten: Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. In: 22nd International Conference on Human-Computer Interaction, Lecture Notes in Computer Science . Bd. 12203. Berlin : Springer, 2020, S. 178–192
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2020 | Konferenzband - Beitrag | ELSA-ID: 12812
Berns, Fabian ; Lange-Hegermann, Markus ; Beecks, Christian ; Panetto, H. ; Madani, K. ; Smirnov, A. (Hrsg.): Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0 : SCITEPRESS - Science and Technology Publications, 2020
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2018 | Konferenz - Beitrag | ELSA-ID: 4327 |
Lang, Dorota ; Wunderlich, Paul ; Heinz, Mario ; Wisniewski, Lukasz ; Jasperneite, Jürgen ; Niggemann, Oliver ; Röcker, Carsten: Assistance System to Support Troubleshooting of Complex Industrial Systems. In: 14th IEEE International Workshop on Factory Communication Systems (WFCS). Piscataway, NJ : IEEE, 2018
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2017 | Konferenz - Beitrag | ELSA-ID: 4254 |
Büttner, Sebastian ; Wunderlich, Paul ; Heinz, Mario ; Niggemann, Oliver ; Röcker, Carsten: Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In: Holzinger, A. (Hrsg.): 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, Lecture Notes in Computer Science . Bd. 10410. Cham : Springer, 2017, S. 69–82
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2016 | Sammelwerk - Beitrag | ELSA-ID: 4298
Robert, Sebastian ; Büttner, Sebastian ; Röcker, Carsten ; Holzinger, Andreas: Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In: Holzinger, A. (Hrsg.): Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence . Bd. 9605. Cham, CH : Springer, 2016, S. 357–376
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2015 | Sammelwerk | ELSA-ID: 4336 |
Holzinger, A. ; Röcker, C. ; Ziefle, M. (Hrsg.): Smart Health: Open Problems and Future Challenges, Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI. Bd. 8700. Heidelberg : Springer, 2015
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2015 | Konferenz - Beitrag | ELSA-ID: 2167 |
Niggemann, Oliver ; Lohweg, Volker: On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda. In: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15). Austin, Texas, USA, 2015
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2010 | Konferenz - Beitrag | ELSA-ID: 2087 |
Mönks, Uwe ; Lohweg, Volker ; Petker, Denis: Fuzzy-Pattern-Classifier Training with Small Data Sets. In: IPMU 2010 - International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems : 28 Jun 2010 - 02 July 2010, Dortmund, Germany, 2010
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