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  1. 2024
  2. Published

    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

  3. 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

  4. Published

    Learning-Based Nonlinear Model Predictive Control of Articulated Soft Robots Using Recurrent Neural Networks

    Schäfke, H., Habich, T., Muhmann, C., Ehlers, S., Seel, T. & Schappler, M., Dec 2024, In: IEEE Robotics and Automation Letters. 9, 12, p. 11609-11616 8 p., 11609.

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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. Published

    Strategy Game-Playing with Size-Constrained State Abstraction

    Xu, L., Perez-Liebana, D. & Dockhorn, A., 28 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  13. 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

  14. Published

    Extended Model of Action Orientation in Academic and Non-Academic Education

    Jambor, T. N., 5 Aug 2024, 2024 IEEE 3rd German Education Conference: GECon . Institute of Electrical and Electronics Engineers Inc., 6 p.

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

  15. Published

    Higher Replay Ratio Empowers Sample-Efficient Multi-Agent Reinforcement Learning

    Xu, L., Liu, Z., Dockhorn, A., Perez-Liebana, D., Wang, J., Song, L. & Bian, J., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  16. Published

    Markov Senior: Learning Markov Junior Grammars to Generate User-specified Content

    Oguz, M. K. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  17. Published

    Match Point AI: A Novel AI Framework for Evaluating Data-Driven Tennis Strategies

    Nübel, C., Dockhorn, A. & Mostaghim, S., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  18. Published

    Online Optimization of Curriculum Learning Schedules using Evolutionary Optimization

    Jiwatode, M., Schlecht, L. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  19. Published

    Personalized Dynamic Difficulty Adjustment Imitation Learning Meets Reinforcement Learning

    Fuchs, R., Gieseke, R. & Dockhorn, A., 5 Aug 2024, Proceedings of the 2024 IEEE Conference on Games, CoG 2024. IEEE Computer Society, (IEEE Conference on Computatonal Intelligence and Games, CIG).

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

  20. 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

  21. 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

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