1 - 20 out of 497Page size: 20
  1. 2024
  2. Published

    Intelligent fault diagnosis for tribo-mechanical systems by machine learning: Multi-feature extraction and ensemble voting methods

    Shandhoosh, V., Venkatesh S, N., Chakrapani, G., Sugumaran, V., Ramteke, S. M. & Marian, M., 3 Dec 2024, In: Knowledge-based systems. 305, 12 p., 112694.

    Research output: Contribution to journal › Article › Research › peer review

  3. Published

    Prediction of air compressor faults with feature fusion and machine learning

    Nambiar, A., S., N. V., S., A., V., S., Ramteke, S. M. & Marian, M., 25 Nov 2024, In: Knowledge-based systems. 304, 112519.

    Research output: Contribution to journal › Article › Research › peer review

  4. Published

    3D Uncertain Implicit Surface Mapping Using GMM and GP

    Zou, Q. & Sester, M., Nov 2024, In: IEEE Robotics and Automation Letters. 9, 11, p. 10559-10566 8 p.

    Research output: Contribution to journal › Article › Research › peer review

  5. Published

    Improving single image localization through domain adaptation and large kernel attention with synthetic data

    Yao, D., Zhu, H., Ren, B. & Zhuang, X., Nov 2024, In: Engineering Applications of Artificial Intelligence. 137, 18 p., 108951.

    Research output: Contribution to journal › Article › Research › peer review

  6. Published

    Explainable AI for engineering design: A unified approach of systems engineering and component-based deep learning demonstrated by energy-efficient building design

    Geyer, P., Singh, M. M. & Chen, X., Oct 2024, In: Advanced Engineering Informatics. 62, C, 17 p., 102843.

    Research output: Contribution to journal › Article › Research › peer review

  7. Published

    Perspectives for Generative AI-Assisted Art Therapy for Melanoma Patients

    Jütte, L., Wang, N., Steven, M. & Roth, B., 6 Sept 2024, In: AI (Switzerland). 5, 3, p. 1648-1669 22 p.

    Research output: Contribution to journal › Article › Research › peer review

  8. Published

    LaMMOn: language model combined graph neural network for multi-target multi-camera tracking in online scenarios

    Nguyen, T. T., Nguyen, H. H., Sartipi, M. & Fisichella, M., Sept 2024, In: Machine learning. 113, 9, p. 6811–6837 27 p.

    Research output: Contribution to journal › Article › Research › peer review

  9. Published

    Robust Shape Fitting for 3D Scene Abstraction

    Kluger, F., Brachmann, E., Yang, M. Y. & Rosenhahn, B., Sept 2024, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46, 9, p. 6306-6325 20 p.

    Research output: Contribution to journal › Article › Research › peer review

  10. Published

    Drive Modeling and Dynamic Control in Mössbauer Spectroscopy for Space & Terrestrial Applications

    Beyki, M., Pawlak, J., Mutz, M., Patzke, R. & Renz, F., 27 Aug 2024, 28th International Conference on Methods and Models in Automation and Robotics: MMAR 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 156-161 6 p. (International Conference on Methods and Models in Automation and Robotics).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  11. E-pub ahead of print

    Physics-informed neural network classification framework for reliability analysis

    Shi, Y. & Beer, M., 15 Dec 2024, In: Expert systems with applications. 258, 14 p., 125207.

    Research output: Contribution to journal › Article › Research › peer review

  12. Published

    AbstractSwarm Multi-Agent Logistics Competition: Multi-Agent Collaboration for Improving A Priori Unknown Logistics Scenarios

    Apeldoorn, D., Dockhorn, A. & Panholzer, T., 1 Aug 2024, GECCO 2024 Companion - Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion. p. 1-2 2 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  13. Published

    MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs

    Younis, R., Hakmeh, A. & Ahmadi, Z., Aug 2024, In: Pattern recognition. 152, 110486.

    Research output: Contribution to journal › Article › Research › peer review

  14. Published

    Advanced Approaches in Mössbauer Drive Modelling and Controller Design Reducing System Order and Increasing Robustness

    Beyki, M., Pawlak, J., Patzke, R. & Renz, F., 1 Jul 2024, 10th International Conference on Control, Decision and Information Technologies: CoDIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 2692-2697 6 p. (International Conference on Control, Decision and Information Technologies).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  15. Published

    Practical Filter & Simulative Controller Design for Radiation Signal Processing with Applications in Mössbauer Spectroscopy for Space Exploration

    Beyki, M., Pawlak, J., Patzke, R. & Renz, F., 1 Jul 2024, 10th International Conference on Control, Decision and Information Technologies: CoDIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 2744-2749 6 p. ( International Conference on Control, Decision and Information Technologies).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  16. Published

    Characterization and Modeling of the Inductive Heating of CoCrMo Hip Implants to Facilitate Intentional Removal

    Evers, P., Suhr, T., Reulbach, M., Emonde, C., Jakubowitz, E., Windhagen, H. & Nürnberger, F., 26 Jun 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  17. Published

    Utilizing domain knowledge: Robust machine learning for building energy performance prediction with small, inconsistent datasets

    Chen, X., Singh, M. M. & Geyer, P., 21 Jun 2024, In: Knowledge-based systems. 294, 10 p., 111774.

    Research output: Contribution to journal › Article › Research › peer review

  18. Published

    Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World

    Poenaru-Olaru, L., Karpova, N., Miranda da Cruz, L., Rellermeyer, J. S. & Deursen, A. V., 11 Jun 2024, Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI. p. 222-233 12 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  19. Published

    Future rescue management: Design specifications for a 5G-enabled emergency response information system

    Bäßmann, F. N., Lier, S. K., Werth, O., Krage, A. & Breitner, M. H., 7 Jun 2024, In: Intelligent Decision Technologies. 18, 2, p. 1157-1179 23 p.

    Research output: Contribution to journal › Article › Research › peer review

  20. Published

    Computer Vision as Key to an Automated Concrete Production Control

    Coenen, M., Meyer, M., Beyer, D., Heipke, C. & Haist, M., 1 Jun 2024, Proceedings of the 41st International Symposium on Automation and Robotics in Construction. Gonzalez-Moret, V., Zhang, J., García de Soto, B. & Brilakis, I. (eds.). Lille, France, p. 26-33 8 p. (Proceedings of the International Symposium on Automation and Robotics in Construction).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  21. Published

    SPONGE: Open-Source Designs of Modular Articulated Soft Robots

    Habich, T. L., Haack, J., Belhadj, M., Lehmann, D., Seel, T. & Schappler, M., Jun 2024, In: IEEE Robotics and Automation Letters. 9, 6, p. 5346-5353 8 p.

    Research output: Contribution to journal › Article › Research › peer review

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