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  1. 2024
  2. 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

  3. 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

  4. E-pub ahead of print

    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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. Published

    Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

    Giovanelli, J., Tornede, A., Tornede, T. & Lindauer, M., 24 Mar 2024, Proceedings of the 38th conference on AAAI. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). p. 12172-12180 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 11).

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

  12. Published

    A Multidisciplinary Lens of Bias in Hate Speech

    Reyero Lobo, P., Kwarteng, J., Russo, M., Fahimi, M., Scott, K., Ferrara, A., Sen, I. & Fernandez, M., 15 Mar 2024, ASONAM '23: Proceedings of the 2023 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. Aditya Prakash, B., Wang, D. & Weninger, T. (eds.). p. 121-125 5 p.

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

  13. Published

    Quantifying Uncertainties of Contact Classifications in a Human-Robot Collaboration with Parallel Robots

    Mohammad, A., Muscheid, H., Schappler, M. & Seel, T., 10 Mar 2024, p. 137-150. 14 p.

    Research output: Contribution to conference › Paper › Research › peer review

  14. E-pub ahead of print

    Efficient Identification and Tuning of Gas Turbine Models Using Black-Box Optimization

    Peters, L., Schafer, M., Kastner, T. C., Kutzner, R. & Lutz Hofmann, H., 7 Feb 2024, (E-pub ahead of print) CANDO-EPE 2023 - Proceedings: IEEE 6th International Conference and Workshop Obuda on Electrical and Power Engineering. Institute of Electrical and Electronics Engineers Inc., p. 237-242 6 p. (CANDO-EPE 2023 - Proceedings: IEEE 6th International Conference and Workshop Obuda on Electrical and Power Engineering).

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

  15. Published

    Describing and Analyzing Mechanical Contact for Continuum Robots Using a Shooting-Based Cosserat Rod Implementation

    Wiese, M., Berthold, R., Wangenheim, M. & Raatz, A., Feb 2024, In: IEEE Robotics and Automation Letters. 9, 2, p. 1668-1675 8 p.

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

  16. Published

    Fair-CMNB: Advancing Fairness-Aware Stream Learning with Naïve Bayes and Multi-Objective Optimization

    Badar, M. & Fisichella, M., 31 Jan 2024, In: Big Data and Cognitive Computing. 8, 2, 20 p., 16.

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

  17. Published

    Data-Based Energy Demand Prediction for Hybrid Electrical Vehicles

    Fink, D., Maas, O., Herda, D., Ziaukas, Z., Schweers, C., Trabelsi, A. & Jacob, H. G., 11 Jan 2024, In: SN Computer Science. 5, 7 p., 192.

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

  18. Published

    Few-Shot Event Classification in Images using Knowledge Graphs for Prompting

    Tahmasebzadeh, G., Springstein, M., Ewerth, R. & Müller-Budack, E., 2024, IEEE Winter Conference on Applications of Computer Vision: WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 7271-7280 10 p.

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

  19. Published

    Laser-Integrated Entirely On-Chip Turnkey Quantum Photonic Sources

    Haldar, R., Mahmudlu, H., Johanning, R., Van Rees, A., Kashi, A. K., Epping, J. P., Boller, K. J. & Kues, M., 2024, 2024 16th International Conference on COMmunication Systems and NETworkS: COMSNETS . Institute of Electrical and Electronics Engineers Inc., p. 1024-1027 4 p.

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

  20. Published

    Microwave characterization of exotic resonant states in dielectric resonators

    Wu, T., Evlyukhin, A. B. & Tuz, V. R., 2024, 2024 IEEE 4th International Conference on Electronic Technology, Communication and Information: ICETCI . Institute of Electrical and Electronics Engineers Inc., p. 461-465 5 p.

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

  21. Published

    Performance of DECT-2020 NR in an industrial environment for varying RF bands

    Waßmann, M., Poets, A., Peissig, J. & Pilz, J., 2024, 2024 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2024. Institute of Electrical and Electronics Engineers Inc., p. 610-615 6 p. (European Conference on Networks and Communications).

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

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