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Publications

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  1. Jibinraj Antony; Dorotea Jalu¨ić; Simon Bergweiler; Ákos Hajnal; Veronika ´labravec; Márk Emődi; Dejan Strbad; Tatjana Legler; Attila Csaba Marosi

    Adapting to Changes: A Novel Framework for Continual Machine Learning in Industrial Applications

    In: Journal of Grid Computing, Vol. 22 (71), Pages 1-19, Springer, 11/2024.

  2. Jibinraj Antony; Vinit Hegiste; Ali Nazeri; Hooman Tavakoli Ghinani; Snehal Walunj; Christiane Plociennik; Martin Ruskowski

    Enhancing Object Detection Performance for Small Objects Through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios

    In: Achim Wagner; Kosmas Alexopoulos; Sotiris Makris (Hrsg.). Advances in Artificial Intelligence in Manufacturing. European Symposium on Artificial Intelligence in Manufacturing (ESAIM-2023), Cham, Pages 90-105, ISBN 978-3-031-57496-2, Springer Nature Switzerland, 2024.

  3. Vinit Hegiste; Snehal Walunj; Jibinraj Antony; Tatjana Legler; Martin Ruskowski

    Enhancing Object Detection with Hybrid dataset in Manufacturing Environments: Comparing Federated Learning to Conventional Techniques

    In: 2024 1st International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR). International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR-2024), May 14-15, Muscat, Oman, Pages 1-6, ISBN 979-8-3503-4863-7, IEEE, 2024.

  4. Stefan-Alexandru Precup; Snehal Walunj; Arpad Gellert; Christiane Plociennik; Jibinraj Antony; Martin Ruskowski

    Recognising Worker Intentions by Assembly Step Prediction

    In: Emerging Technologies and Factory Automation. IEEE International Conference on Emerging Technologies and Factory Automation (ETFA-2023), September 12-15, Sinaia, Romania, IEEE, 9/2023.

  5. Valentina Zambrano; Johannes Mueller-Roemer; Michael Sandberg; Prasad Talasila; Davide Zanin; Peter Gorm Larsen; Elke Loeschner; Wolfgang Thronicke; Dario Pietraroia; Giuseppe Landolfi; Alessandro Fontana; Manuel Laspalas; Jibinraj Antony; Valerie Poser; Tamas Kiss; Simon Bergweiler; Sebastian Pena Serna; Salvador Izquierdo; Ismael Viejo; Asier Juan; Francisco Serrano; André Stork

    Industrial digitalization in the industry 4.0 era: Classification, reuse and authoring of digital models on Digital Twin platforms

    In: Array, Vol. 14, Page 100176, Elsevier, 7/2022.

  6. Attila Csaba Marosi; Márk Emodi; Ákos Hajnal; Róbert Lovas; Tamás Kiss; Valerie Poser; Jibinraj Antony; Simon Bergweiler; Hamed Hamzeh; James Deslauriers; József Kovács

    Interoperable Data Analytics Reference Architectures Empowering Digital-Twin-Aided Manufacturing

    In: Future Internet, Vol. 14, No. 4, Page 114, Future Internet, 4/2022.