Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020Informed Machine Learning - A Taxonomy and Survey of Integrating Knowledge into Learning Systems
Rüden, Laura von; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis
Report
2019The Good, the Bad and the Ugly: Augmenting a black-box model with expert knowledge
Heese, R.; Walczak, M.; Morand, L.; Helm, D.; Bortz, M.
Conference Paper
2019Optimized data exploration applied to the simulation of a chemical process
Heese, Raoul; Walczak, Michał; Seidel, Tobias; Asprion, Norbert; Bortz, Michael
Journal Article
2019Targeted multi-criteria optimisation in IMRT planning supplemented by knowledge based model creation
Teichert, K.; Currie, G.; Küfer, K.-H.; Miguel-Chumacero, E.; Süss, P.; Walczak, M.; Currie, S.
Journal Article
2018Flowsheet Simulation and Optimization Supported by Machine Learning Methods
Bortz, Michael; Heese, Raoul; Walczak, Michal; Asprion, Norbert; Gonzalez-Garay, Andres
Abstract