Projects

Text2Tech – Deep Learning-based Text Mining for Technology Monitoring in the Automotive Domain

The observation and analysis of strategic developments in the area surrounding the technology base of a company's products and services is a decisive …

TL Cybermapping – TransferLab Cybermapping

Cooperation between DFKI and Deutsche Bundesbank in a transfer lab on various topics in the financial sector, e.g. the detection of errors and …

KAINE – Knowledge based learning platform with Artificial Intelligent structured content

The goal of the research project KAINE (Knowledge based learning platform with Artificial Intelligent structured content) is to better take into …

myRPA – Experience-based Robotic Process Automation for Knowledge-based Personal Assistants

Robotic Process Automation (RPA) enables further automation of processes across existing systems. As RPA can act like humans and thus is able to read, …

HumanE-AI-Net – HumanE AI Network

The HumanE AI Network brings together European centers of excellence, universities, and key industry champions in a network of centers of excellence …

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 …

Managed_Forgetting_Phase_2 – Sustaining Grass-roots Organizational Memories: Methods and Effects of Applying Managed Forgetting in Administrative Corporate Scenarios

Partners Universität Hannover (Gottfried Wilhelm Leibniz Universität Hannover) Pädagogische Hochschule Ludwigsburg (Fakultät III: Sonderpädagogik …

KOSMOX – Entwicklung einer neuartigen lokalen kontrafaktischen Erklärungsmethode und -schnittstelle unter Berücksichtigung kognitiver Modelierungsansätze

Im Bereich der Künstlichen Intelligenz (KI) sind Black-Box-Modelle gegenüber konventionellen Verfahren zwar überlegen, liefern allerdings keine …

ExplAINN – Explainable AI and Neural Networks

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep …