research
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02/04/2022
Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
Increasing digitalization enables the use of machine learning methods fo...
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05/18/2021
Approximate solutions of convex semi-infinite optimization problems in finitely many iterations
We develop two adaptive discretization algorithms for convex semi-infini...
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03/04/2021
Calibrated Simplex Mapping Classification
We propose a novel supervised multi-class/single-label classifier that m...
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10/29/2020
Compensating data shortages in manufacturing with monotonicity knowledge
We present a regression method for enhancing the predictive power of a m...
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09/04/2020