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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.” Energy : The International Journal ; Technologies, Resources, Reserves, Demands, Impact, Conservation, Management, Policy, vol. 306, 132318, 2024, https://doi.org/10.1016/j.energy.2024.132318.
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2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12167
Subramanian, Ramakrishnan, and Ulrich Büker. “Study of Contactless Computer Vision-Based Road Condition Estimation Methods Within the Framework of an Operational Design Domain Monitoring System.” Eng : Advances in Engineering, vol. 5, no. 4, 2024, pp. 2778–804, https://doi.org/10.3390/eng5040145.
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2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12785
Wunderlich, Paul, et al. “Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance.” INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 20, no. 2, 1215, 2023, https://doi.org/10.3390/ijerph20021215.
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| PubMed | Europe PMC
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12806
Hinterleitner, Alexander, et al. “Online Machine Learning and Surrogate-Model-Based Optimization for Improved Production Processes Using a Cognitive Architecture.” Applied Sciences : Open Access Journal, vol. 13, no. 20, 11506, 2023, https://doi.org/10.3390/app132011506.
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2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 10216 | 
Fulek, Ruwen, et al. “A Machine Learning Approach to Qualitatively Evaluate Different Granulation Phases by Acoustic Emissions.” Pharmaceutics, vol. 15, no. 8, 2153, 2023, https://doi.org/10.3390/pharmaceutics15082153.
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| PubMed | Europe PMC
2021 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12800
Strohschein, Jan, et al. “Cognitive Capabilities for the CAAI in Cyber-Physical Production Systems.” The International Journal of Advanced Manufacturing Technology, vol. 115, no. 11–12, 2021, pp. 3513–32, https://doi.org/10.1007/s00170-021-07248-3.
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2021 | Zeitschriftenaufsatz | ELSA-ID: 6689 |
Wefing, Patrick, et al. “Determination of Free Amino Nitrogen in Beer Mash with an Inline NIR Transflectance Probe and Data Evaluation by Machine Learning Algorithms.” Brewing Science , vol. 74, no. 9/10, 2021, pp. 107–21, https://doi.org/10.23763/BrSc21-10wefing.
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2020 | Konferenz - Beitrag | ELSA-ID: 4097 |
Besginow, Andreas, et al. “Making Object Detection Available to Everyone - A Hardware Prototype for Semi-Automatic Synthetic Data Generation.” 22nd International Conference on Human-Computer Interaction, vol. 12203, Springer, 2020, pp. 178–92, https://doi.org/10.1007/978-3-030-50344-4_14.
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2020 | Konferenzband - Beitrag | ELSA-ID: 12812
Berns, Fabian, et al. “Towards Gaussian Processes for Automatic and Interpretable Anomaly Detection in Industry 4.0.” Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics IN4PL - Volume 1, edited by H. Panetto et al., SCITEPRESS - Science and Technology Publications, 2020, pp. 87–92, https://doi.org/10.5220/0010130300870092.
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2018 | Konferenz - Beitrag | ELSA-ID: 4327 |
Lang, Dorota, et al. “Assistance System to Support Troubleshooting of Complex Industrial Systems.” 14th IEEE International Workshop on Factory Communication Systems (WFCS), IEEE, 2018, doi:10.1109/WFCS.2018.8402380.
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2017 | Konferenz - Beitrag | ELSA-ID: 4254 |
Büttner, Sebastian, et al. “Managing Complexity: Towards Intelligent Error-Handling Assistance Trough Interactive Alarm Flood Reduction.” 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, edited by Andreas Holzinger, vol. 10410, Springer, 2017, pp. 69–82.
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2016 | Sammelwerk - Beitrag | ELSA-ID: 4298
Robert, Sebastian, et al. “Reasoning Under Uncertainty: Towards Collaborative Interactive Machine Learning.” Machine Learning for Health Informatics : State-of-the-Art and Future Challenges , edited by Andreas Holzinger, vol. 9605, Springer, 2016, pp. 357–76, doi:10.1007/978-3-319-50478-0_18.
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2015 | Sammelwerk | ELSA-ID: 4336 |
Holzinger, Andreas, et al., editors. Smart Health: Open Problems and Future Challenges. Vol. 8700, Springer, 2015, doi:10.1007/978-3-319-16226-3.
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2015 | Konferenz - Beitrag | ELSA-ID: 2167 |
Niggemann, Oliver, and Volker Lohweg. “On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda.” Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), 2015.
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2010 | Konferenz - Beitrag | ELSA-ID: 2087 |
Mönks, Uwe, et al. “Fuzzy-Pattern-Classifier Training with Small Data Sets.” 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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