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Found 3 papers, 1 papers with code
Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing
In contrast to data, expert knowledge commonly is available in manufacturing.
Calibrated simplex-mapping classification
In a second step, the latent space representation of the training data is extended to the whole feature space by fitting a regression model to the transformed data.
Compensating data shortages in manufacturing with monotonicity knowledge
In this article, a regression method for enhancing the predictive power of a model by exploiting expert knowledge in the form of shape constraints, or more specifically, monotonicity constraints, is presented.
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