Projects

KI4KL – KI für Kommunale Leistungen

In Antwort auf die Ausschreibung Nr. 10/4.1-2023-0335 der Stadt Gelsenkirchen hat die Westfälische Hochschule ein Angebot „für den Aufbau und Betrieb eines Anwendungszentrums Künstliche Intelligenz fü

SustainML_EI – Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems

This project is based on the insight that in order to significantly reduce the CO2 footprint of ML applications power-aware applications must be as easy to develop as standard ML systems are today. Us

ML4Sim – Machine Learning for Simulation Intelligence in Composite Process Design

Fiber-reinforced polymers are composite materials made of fibers and a surrounding matrix. Due to their outstanding lightweight potential, they are applied in numerous areas of everyday life, from aer

ML4SCA – Machine Learning for Satellite Collision Avoidance

With an increasing number of satellites and debris objects in earth orbit it becomes increasingly important to automate and improve procedures for collision avoidance. We develop machine learning tool

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

SPELL – Semantische Plattform zur intelligenten Entscheidungs- und Einsatzunterstützung in Leitstellen und Lagezentren

Artificial intelligence in the interconnected control center of the future The SPELL project represents the idea of a semantic platform for intelligent decision-making and deployment support in contro

KIForPol – TransferLab KI-Forschung für die Polizei

The German Research Center for Artificial Intelligence (DFKI) operates the TransferLab "AI Research for the Police" (KIForPol) at its Kaiserslautern site. The DFKI TransferLab KIForPol is a cooperatio

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

EDeL – Efficient Data Processing for Deep Learning

The astonishing speed of developments in deep learning, especially in the field of computer vision, is largely based on the availability of increasingly powerful co-processors. They allow to process e