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Research Topics

Data Management & Analysis

Data is one of the most valuable resources in today's age. This data, collected in ever-increasing quantities from a wide variety of sensors and sources in almost all areas of life and work, provides the basis for knowledge-based systems and machine learning. Its full potential can only be exploited by intelligent analysis methods based on the latest methods and effective tools in combination with state-of-the-art hardware.

Projects

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  1. 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…

  2. TrustifAI - Mission Kl Innovation- and Quality Center (IQZ) Kaiserslautern (TrustifAI - Health and Wellbeing)

    Trustworthy AI applications for a secure future

    Under the leadership of acatech – National Academy of Science and Engineering, MISSION KI aims to strengthen the trustworthiness and reliability of AI…

  3. SimPROLEG - Development of an AI-supported software tool based on bio- / structural-mechanical replacement models to improve and shorten the design process of prosthetic leg sockets

    The Essentials in 30 Seconds

    The SimPROLEG project pursues the goal to improve and make the development of customized leg prosthesis sockets more efficient through AI-based simulation of the loads in…

  4. 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…

  5. 3S-II - AI-based detection of steroid sample swapping in the anti-doping area and analysis of the associated decision-making processes

    Anti-doping analyses are important in maintaining fairness and integrity in sports, with robust measures required to fight against cheating and doping. Recent advancements have shown the potential for…