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On The Reliability Of Machine Learning Applications In Manufacturing Environments


Dec 19, 2021
Nicolas Jourdan, Sagar Sen, Erik Johannes Husom, Enrique Garcia-Ceja, Tobias Biegel, Joachim Metternich

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* Workshop on Distribution Shifts, 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

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A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process


Sep 25, 2020
Enrique Garcia-Ceja, Åsmund Hugo, Brice Morin, Per-Olav Hansen, Espen Martinsen, An Ngoc Lam, Øystein Haugen

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* Accepted for: 3rd IEEE International Conference on Industrial Cyber-Physical Systems (ICPS 2020) 

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Towards the Automation of a Chemical Sulphonation Process with Machine Learning


Sep 25, 2020
Enrique Garcia-Ceja, Åsmund Hugo, Brice Morin, Per-Olav Hansen, Espen Martinsen, An Ngoc Lam, Øystein Haugen

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* 2019 7th International Conference on Control, Mechatronics and Automation (ICCMA) (pp. 352-357). IEEE 
* Published in: 2019 7th International Conference on Control, Mechatronics and Automation (ICCMA) 

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