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15 Publikationen
2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 11808
Klepp, Georg Heinrich. 2024. Modelling activated carbon hydrogen storage tanks using machine learning models. Energy : the international journal ; technologies, resources, reserves, demands, impact, conservation, management, policy 306. doi:10.1016/j.energy.2024.132318, .
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2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12167
Subramanian, Ramakrishnan und Ulrich Büker. 2024. Study of Contactless Computer Vision-Based Road Condition Estimation Methods Within the Framework of an Operational Design Domain Monitoring System. Eng : advances in engineering 5, Nr. 4: 2778–2804. doi:10.3390/eng5040145, .
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2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12785
Wunderlich, Paul, Frauke Wiegräbe und Helene Dörksen. 2023. Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20, Nr. 2. doi:10.3390/ijerph20021215, .
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| PubMed | Europe PMC
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12806
Hinterleitner, Alexander, Richard Schulz, Lukas Hans, Aleksandr Subbotin, Nils Barthel, Noah Pütz, Martin Rosellen, Thomas Bartz-Beielstein, Christoph Geng und Phillip Priss. 2023. Online Machine Learning and Surrogate-Model-Based Optimization for Improved Production Processes Using a Cognitive Architecture. Applied Sciences : open access journal 13, Nr. 20. doi:10.3390/app132011506, .
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2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 10216 | 
Fulek, Ruwen, Selina Ramm, Christian Kiera, Miriam Pein-Hackelbusch und Ulrich Odefey. 2023. A machine learning approach to qualitatively evaluate different granulation phases by acoustic emissions. Pharmaceutics 15, Nr. 8. doi:https://doi.org/10.3390/pharmaceutics15082153, .
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| PubMed | Europe PMC
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke, Natalia Moriz und Thomas Bartz-Beielstein. 2021. Cognitive capabilities for the CAAI in cyber-physical production systems. The International Journal of Advanced Manufacturing Technology 115, Nr. 11–12: 3513–3532. doi:10.1007/s00170-021-07248-3, .
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2021 | Zeitschriftenaufsatz | ELSA-ID: 6689 |
Wefing, Patrick, Florian Conradi, Johannes Rämisch, Peter Neubauer und Jan Schneider. 2021. Determination of free amino nitrogen in beer mash with an inline NIR transflectance probe and data evaluation by machine learning algorithms. Brewing science 74, Nr. 9/10: 107–121. doi:https://doi.org/10.23763/BrSc21-10wefing, .
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2020 | Konferenz - Beitrag | ELSA-ID: 4097 |
Besginow, Andreas, Sebastian Büttner und Carsten Röcker. 2020. Making Object Detection Available to Everyone - A Hardware Prototype for Semi-automatic Synthetic Data Generation. In: 22nd International Conference on Human-Computer Interaction, 12203:178–192. Lecture Notes in Computer Science . Berlin: Springer. doi:https://doi.org/10.1007/978-3-030-50344-4_14, .
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2020 | Konferenzband - Beitrag | ELSA-ID: 12812
Berns, Fabian, Markus Lange-Hegermann und Christian Beecks. 2020. Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0. Hg. von H. Panetto, K. Madani, und A. Smirnov. Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics IN4PL - Volume 1. SCITEPRESS - Science and Technology Publications. doi:10.5220/0010130300870092, .
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2018 | Konferenz - Beitrag | ELSA-ID: 4327 |
Lang, Dorota, Paul Wunderlich, Mario Heinz, Lukasz Wisniewski, Jürgen Jasperneite, Oliver Niggemann und Carsten Röcker. 2018. Assistance System to Support Troubleshooting of Complex Industrial Systems. In: 14th IEEE International Workshop on Factory Communication Systems (WFCS). Piscataway, NJ: IEEE. doi:10.1109/WFCS.2018.8402380, .
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2017 | Konferenz - Beitrag | ELSA-ID: 4254 |
Büttner, Sebastian, Paul Wunderlich, Mario Heinz, Oliver Niggemann und Carsten Röcker. 2017. Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction. In: 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, hg. von Andreas Holzinger, 10410:69–82. Lecture Notes in Computer Science . Cham: Springer.
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2016 | Sammelwerk - Beitrag | ELSA-ID: 4298
Robert, Sebastian, Sebastian Büttner, Carsten Röcker und Andreas Holzinger. 2016. Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning. In: Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , hg. von Andreas Holzinger, 9605:357–376. Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence . Cham, CH: Springer. doi:10.1007/978-3-319-50478-0_18, .
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2015 | Sammelwerk | ELSA-ID: 4336 |
Holzinger, Andreas, Carsten Röcker und Martina Ziefle, Hrsg. 2015. Smart Health: Open Problems and Future Challenges. Bd. 8700. Lecture Notes in Computer Science / Information Systems and Applications, incl. Internet/Web, and HCI. Heidelberg: Springer. doi:10.1007/978-3-319-16226-3, .
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2015 | Konferenz - Beitrag | ELSA-ID: 2167 |
Niggemann, Oliver und Volker Lohweg. 2015. 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.
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2010 | Konferenz - Beitrag | ELSA-ID: 2087 |
Mönks, Uwe, Volker Lohweg und Denis Petker. 2010. 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.
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