most citedCapturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2024

Incorporating Shape Knowledge into Regression Models

Miltiadis Poursanidis, Patrick Link, Jochen Schmid +1

Informed learning is an emerging field in machine learning that aims to compensate for insufficient data with prior knowledge. Shape knowledge covers many types of prior knowledge…

cs.LG2022★ 1 cited

Capturing and incorporating expert knowledge into machine learning models for quality prediction in manufacturing

Patrick Link, Miltiadis Poursanidis, Jochen Schmid +4

Increasing digitalization enables the use of machine learning methods for analyzing and optimizing manufacturing processes. A main application of machine learning is the constructi…