3 papers
cs.CY2022★ 1 cited
Towards Responsible Medical Diagnostics Recommendation Systems
Daniel Schlör, Andreas Hotho
The early development and deployment of hospital and healthcare information systems have encouraged the ongoing digitization of processes in hospitals. Many of these processes, whi…
cs.NE2020
iNALU: Improved Neural Arithmetic Logic Unit
Daniel Schlör, Markus Ring, Andreas Hotho
Neural networks have to capture mathematical relationships in order to learn various tasks. They approximate these relations implicitly and therefore often do not generalize well.…
cs.NI2018
Flow-based Network Traffic Generation using Generative Adversarial Networks
Markus Ring, Daniel Schlör, Dieter Landes +1
Flow-based data sets are necessary for evaluating network-based intrusion detection systems (NIDS). In this work, we propose a novel methodology for generating realistic flow-based…