3 papers
cs.SE2026
AI Engineering Blueprint for On-Premises Retrieval-Augmented Generation Systems
Nicolas Weeger, Jakob Winkler, Annika Stiehl +3
Retrieval-augmented generation (RAG) systems are gaining traction in enterprise settings, yet stringent data protection regulations prevent many organizations from using cloud-base…
cs.SE2025
Towards practicable Machine Learning development using AI Engineering Blueprints
Nicolas Weeger, Annika Stiehl, Jóakim vom Kistowski +2
The implementation of artificial intelligence (AI) in business applications holds considerable promise for significant improvements. The development of AI systems is becoming incre…
eess.SP2025
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges
Annika Stiehl, Stefan Geißelsöder, Nicole Ille +3
Recognizing specific events in medical data requires trained personnel. To aid the classification, machine learning algorithms can be applied. In this context, medical records are…