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Zumsande, J; Kortmann, K.-P.; Ortmaier, T.; Wielitzka, M.
(2021):
Estimation of Stochastic Time Lags between Data Sources in Distributed Production Facilities Based on Cross-Correlated Signals,
22nd IEEE International Conference on Industrial Technology, Valencia, Spain (ICIT 2021)
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Karl-Philipp Kortmann, Moritz Fehsenfeld, Dr.-Ing. Mark Wielitzka
(2021):
Featureextraktion aus heterogenen multivariaten Zeitreihendaten mechatronischer Systeme mittels Autoencoder-Netzwerken,
Digital‐Fachtagung VDI MECHATRONIK 2021
| File |
More info
DOI:
10.26083/tuprints-00017626
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Karl-Philipp Kortmann, Moritz Fehsenfeld, Dr.-Ing. Mark Wielitzka
(2021):
Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems,
(Preprint)
| File |
arXiv:
arXiv:2104.02784v2
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Karl-Philipp Kortmann, Johannes Zumsande, Mark Wielitzka, Tobias Ortmaier
(2020):
Temporal Object Tracking in Large-Scale Production Facilities using Bayesian Estimation,
21st IFAC World Congress, Berlin, Germany (IFAC 2020)
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Tim Beilfuss, Karl-Philipp Kortmann, Mark Wielitzka, Christian Hansen, Tobias Ortmaier
(2020):
Real-Time Classification of Road Type and Condition in Passenger Vehicles,
21st IFAC World Congress, Berlin, Germany (IFAC 2020) [accepted]
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Johannes Zumsande, Karl-Philipp Kortmann, Mark Wielitzka, Tobias Ortmaier
(2020):
Bayesian Fill Volume Estimation Based on Point Level Sensor Signals,
21st IFAC World Congress, Berlin, Germany (IFAC 2020) [accepted]
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Max-Heinrich Laves, Sontje Ihler, Karl-Philipp Kortmann, Tobias Ortmaier
(2020):
Calibration of Model Uncertainty for Dropout Variational Inference
arXiv:
arXiv:2006.11584
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Laves, MH.; Ihler, S.; Kortmann, KP.; Ortmaier, T.
(2019):
Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference,
4th workshop on Bayesian Deep Learning (NeurIPS 2019), Vancouver, Canada.
arXiv:
1909.13550
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Zumsande, J.; Kortmann, K.-P.; Wielitzka, M.; Hansen, C.; Ortmaier, T.
(2019):
Mehrkriterielle Prozessoptimierung in der digitalisierten Produktion,
Fachtagung Mechatronik 2019, S. 255-260
DOI:
10.17619/UNIPB/1-785
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Zumsande, J.; Kortmann, K.-P.; Wielitzka, M.; Ortmaier, T.
(2019):
Probabilistic Simulation and Determination of Sojourn Time Distribution in Manufacturing Processes,
2019 IEEE International Conference on Mechatronics and Automation (ICMA), pp- 2094-2099.
DOI:
10.1109/ICMA.2019.8816629
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Kortmann, Karl-Philipp; Seel, Alexander; Zumsande, Johannes; Wielitzka, Mark; Ortmaier, Tobias
(2019):
Entwicklung eines stochastischen Werkstücktrackings für (teil-)automatisierte Produktionsprozesse,
Fachtagung Mechatronik 2019, S. 225-230
DOI:
DOI: 10.17619/UNIPB/1-775