Compensating data shortages in manufacturing with monotonicity knowledge

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Compensating data shortages in manufacturing with monotonicity knowledge

29 October 2020

Martin von Kurnatowski

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Papers citing "Compensating data shortages in manufacturing with monotonicity knowledge"

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Title
Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing Patrick Link Miltiadis Poursanidis J. Schmid Rebekka Zache Martin von Kurnatowski U. Teicher S. Ihlenfeldt 43 16 0 04 Feb 2022
Multicriteria interpretability driven Deep Learning M. Repetto 34 14 0 28 Nov 2021
Calibrated simplex-mapping classification R. Heese J. Schmid Michal Walczak Michael Bortz 57 3 0 04 Mar 2021
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 128 647 0 29 Mar 2019