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Publikationen

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  1. Tatjana Legler; Vinit Hegiste; Martin Ruskowski

    Mapping of Newcomer Clients in Federated Learning Based on Activation Strength

    In: Francisco J. G. Silva; António B. Pereira; Raul D. S. G. Campilho (Hrsg.). Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. International Conference on Flexible Automation and Intelligent Manufacturing (FAIM), Cham, Pages 1139-1148, ISBN 978-3-031-38241-3, Springer Nature Switzerland, 2024.

  2. Vinit Hegiste; Tatjana Legler; Martin Ruskowski

    Federated Object Detection for Quality Inspection in Shared Production

    2023.

  3. Vinit Hegiste; Tatjana Legler; Martin Ruskowski

    Federated Ensemble YOLOv5 – A Better Generalized Object Detection Algorithm

    In: 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC). International Conference on Fog and Mobile Edge Computing (FMEC-2023), September 18-20, Tartu, Estonia, Pages 7-14, IEEE, 2023.

  4. Vinit Hegiste; Tatjana Legler; Martin Ruskowski

    Application of Federated Machine Learning in Manufacturing

    In: 2022 International Conference on Industry 4.0 Technology (I4Tech). International Conference on Industry 4.0 Technology (I4Tech), September 23-24, Pune, India, Pages 1-8, IEEE, 2022.

  5. Vinit Hegiste; Tatjana Legler; Martin Ruskowski

    Application of federated learning in manufacturing