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cs.LG2020
Examining Redundancy in the Context of Safe Machine Learning
Hans Dermot Doran, Monika Reif
This paper describes a set of experiments with neural network classifiers on the MNIST database of digits. The purpose is to investigate naïve implementations of redundant architec…
cs.DC2020
Voting Framework for Distributed Real-Time Ethernet based Dependable and Safe Systems
Hans Dermot Doran
In many industrial sectors such as factory automation and process control sensor redundancy is required to ensure reliable and highly-available operation. Measured values from N-re…
cs.HC2020
Conceptual Design of Human-Drone Communication in Collaborative Environments
Hans Dermot Doran, Monika Reif, Marco Oehler +2
Autonomous robots and drones will work collaboratively and cooperatively in tomorrow's industry and agriculture. Before this becomes a reality, some form of standardised communicat…