Please note that ELSA no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
15 Publikationen
2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 11808
Modelling activated carbon hydrogen storage tanks using machine learning models
G.H. Klepp, Energy : The International Journal ; Technologies, Resources, Reserves, Demands, Impact, Conservation, Management, Policy 306 (2024).
ELSA
| DOI
G.H. Klepp, Energy : The International Journal ; Technologies, Resources, Reserves, Demands, Impact, Conservation, Management, Policy 306 (2024).
2024 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12167
Study of Contactless Computer Vision-Based Road Condition Estimation Methods Within the Framework of an Operational Design Domain Monitoring System
R. Subramanian, U. Büker, Eng : Advances in Engineering 5 (2024) 2778–2804.
ELSA
| DOI
R. Subramanian, U. Büker, Eng : Advances in Engineering 5 (2024) 2778–2804.
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12785
Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance
P. Wunderlich, F. Wiegräbe, H. Dörksen, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20 (2023).
ELSA
| DOI
| WoS
| PubMed | Europe PMC
P. Wunderlich, F. Wiegräbe, H. Dörksen, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 20 (2023).
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 12806
Online Machine Learning and Surrogate-Model-Based Optimization for Improved Production Processes Using a Cognitive Architecture
A. Hinterleitner, R. Schulz, L. Hans, A. Subbotin, N. Barthel, N. Pütz, M. Rosellen, T. Bartz-Beielstein, C. Geng, P. Priss, Applied Sciences : Open Access Journal 13 (2023).
ELSA
| DOI
| WoS
A. Hinterleitner, R. Schulz, L. Hans, A. Subbotin, N. Barthel, N. Pütz, M. Rosellen, T. Bartz-Beielstein, C. Geng, P. Priss, Applied Sciences : Open Access Journal 13 (2023).
2023 | Zeitschriftenaufsatz (wiss.) | ELSA-ID: 10216 | 
A machine learning approach to qualitatively evaluate different granulation phases by acoustic emissions
R. Fulek, S. Ramm, C. Kiera, M. Pein-Hackelbusch, U. Odefey, Pharmaceutics 15 (2023).
ELSA
| DOI
| Download (ext.)
| WoS
| PubMed | Europe PMC
R. Fulek, S. Ramm, C. Kiera, M. Pein-Hackelbusch, U. Odefey, Pharmaceutics 15 (2023).
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.
ELSA
| DOI
| 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.
ELSA
| DOI
| Download (ext.)
P. Wefing, F. Conradi, J. Rämisch, P. Neubauer, J. Schneider, Brewing Science 74 (2021) 107–121.
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.
ELSA
| DOI
| Download (ext.)
| WoS
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: 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.
ELSA
| DOI
| WoS
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.
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.
ELSA
| DOI
| Download (ext.)
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.
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.
ELSA
| Download (ext.)
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.
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.
ELSA
| DOI
| Download (ext.)
A. Holzinger, C. Röcker, M. Ziefle, eds., Smart Health: Open Problems and Future Challenges, Springer, Heidelberg, 2015.
2015 | Konferenz - Beitrag | ELSA-ID: 2167 |
On the Diagnosis of Cyber-Physical Production Systems - State-of-the-Art and Research Agenda
O. Niggemann, V. Lohweg, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.
ELSA
| Download (ext.)
O. Niggemann, V. Lohweg, in: Twenty-Ninth Conference on Artificial Intelligence (AAAI-15), Austin, Texas, USA, 2015.
2010 | Konferenz - Beitrag | ELSA-ID: 2087 |
Fuzzy-Pattern-Classifier Training with Small Data Sets
U. Mönks, V. Lohweg, D. Petker, 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.
ELSA
| Download (ext.)
U. Mönks, V. Lohweg, D. Petker, 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.