Projects

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 …

COGNITWIN – Cognitive Digital Twin

This project aims to develop the next generation of the digital twin, which is self-learning and proactive. This means firstly, it learns from …

PLASS – Platform for Analytical Supply Chain Management Services

The goal of the PLASS project is the development of a prototypical B2B platform for AI-based decision support for supply chain management. The focus …

SciBot – Data Science Chatbot: A text-based interface, that learns from experts to support experts

The goal of this project is the development of efficient methods for analyzing and for learning to analyse the user behavior during interactions with …

SPOTTeD (SC_Lahann) – Spot Inconsistencies in Tax-related Transactional Data

Ziel des Projekts "SPOTTeD" ist die automatisierte Analyse von Transaktionsdaten zur Erkennung und Visualisierung steuerlich falsch klassifizierter …

COC-TT – Center of Comptence Tax Technology

Das Center of Comptence Tax Technology (CoC-TT) beinhaltet eine zielgerichtete thematische Zusammenarbeit zwischen dem Deutschen Forschungszentrum für …

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 …

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 …

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 …