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…
eess.SP2025
Towards Automated EEG-Based Epilepsy Detection Using Deep Convolutional Autoencoders
Annika Stiehl, Nicolas Weeger, Christian Uhl +3
Epilepsy is one of the most common neurological disorders. This disease requires reliable and efficient seizure detection methods. Electroencephalography (EEG) is the gold standard…
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…