A Reference Model for Common Understanding of Capabilities and Skills in Manufacturing

no code implementations • 15 Sep 2022 • Aljosha Köcher, Alexander Belyaev, Jesko Hermann, Jürgen Bock, Kristof Meixner, Magnus Volkmann, Michael Winter, Patrick Zimmermann, Stephan Grimm, Christian Diedrich

In manufacturing, many use cases of Industry 4. 0 require vendor-neutral and machine-readable information models to describe, implement and execute resource functions.

Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks

no code implementations • 14 Dec 2021 • Avelino Javer, Owen Parsons, Oliver Carr, Janie Baxter, Christian Diedrich, Eren Elçi, Steffen Schaper, Katrin Coboeken, Robert Dürichen

Electronic healthcare records are an important source of information which can be used in patient stratification to discover novel disease phenotypes.