Projects

Albatross – Applications for Lifelong Based Algorithms Targeting Robust Optimization on Sustainable Settings

At its core, Albatross is a research project in the area of continual learning. Continual Learning is an approach in artificial intelligence and machine learning where models learn and adapt continuou

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 anomalies in financial supervisory data, the analysis of

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 account the prior knowledge and experience of the parti

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, transfer, and enter data in graphical user interf

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 in ontology-based graph structures. In addition,

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 Institut für Sonderpädagogische Förderschwerpunkte) Un

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 Learning technologies, has been lower than initially pr

DeFuseNN – Deep Fusion für Neuronale Netze

Motivation Focused research and development in the field of Deep Learning, especially in recent years, has resulted in a variety of different network types, architectures, modules, training methods an

CoMem – Corporate Memory

CoMem is an ecosystem based on evolving knowledge graphs integrating information silos and legacy systems as well as (personal) information sources of knowledge workers and their teams. The ecosystem

Managed Forgetting – Sustaining Grass-roots Organizational Memories: Foundations and Methods of Managed Forgetting for Knowledge Workers

Introducing ‘forgetting’ into organizational knowledge management methods and practices promises to help overcome information overload and to ease focusing on and refinding the really important things