17 citations · 17 across the 2 of their papers we have counts for
3 papers
Implicit Model Specialization through DAG-based Decentralized Federated Learning
Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid +3
Federated learning allows a group of distributed clients to train a common machine learning model on private data. The exchange of model updates is managed either by a central enti…
Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring
Kordian Gontarska, Weronika Wrazen, Jossekin Beilharz +3
Cardiovascular diseases and heart failures in particular are the main cause of non-communicable disease mortality in the world. Constant patient monitoring enables better medical t…
Towards a Staging Environment for the Internet of Things
Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer +5
Internet of Things (IoT) applications promise to make many aspects of our lives more efficient and adaptive through the use of distributed sensing and computing nodes. A central as…