Projects

QINROS – QINROS - Quanten computing and quantum machine learning for intelligent and robotic systems

The goal of QINROS, based on the Artificial Intelligence (AI) in Quantum Computing agenda of the Robotics Working Group and DFKI RIC, is to …

RACKET – Rare Class Learning and Unknown Events Detection for Flexible Production

The RACKET project addresses the problem of detecting rare and unknown faults by combining model-based and machine learning methods. The approach is …

XAINES – Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI …

TRIPLE-nanoAUV 1 – Localisation and perception of a miniaturized autonomous underwater vehicle for the exploration of subglacial lakes

The aim of the TRIPLE project line is to design and build a system for scientific exploration of subglacial lakes while validating the associated …

ArchT – Methoden für die Architekturentwicklung intelligenter Systeme/ Architectural Thinking for Intelligent Systems

Die Entwicklung komplexer intelligenter Systeme birgt zahlreiche Herausforderungen. Trotz ihrer Komplexität sollten solche Systeme für die Entwickler …

APPaM – Automated Process Planning and Mining

In Unternehmen wird die korrekte Ausführung von Geschäftsprozessen schon heute mithilfe von Process Mining Tools untersucht. Diese erarbeiten auf …

SmartVigilance – Regulatorische Compliance durch KI-basierte Umfeldüberwachung in der Medizintechnik

Hersteller von Medizinprodukten unterliegen strengen Regulierungen hinsichtlich der Sicherheit ihrer Produkte. Regulierungen betreffen sowohl die …

SensAI – Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories

Potentials Knowledge Graphs (KGs) get an increased interest in research and industry to represent data, information and knowledge from various sources …

SEARCH – Surface Exploration Android Remotely Controlled by Humans

The project consists of the development of a functional demonstrator of a miniature exploration rover, which can move quickly and efficiently over …

IMPRESS – Improving Embeddings with Semantic Knowledge

Virtually all NLP systems nowadays use vector representations of words, a.k.a. word embeddings. Similarly, the processing of language combined with …