7 citations · 8 across the 3 of their papers we have counts for
3 papers
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…
Unique Device Identification Based Linkage of Hierarchically Accessible Data Domains in Prospective Hospital Data Ecosystems
Karol Kozak, André Seidel, Nataliia Matvieieva +7
The electronic health record (EHR) targets the systematized collection of patient-specific electronically-stored health data. Currently the EHR is an evolving concept driven by ong…
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…