736 Results

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. E-pub ahead of print

   Guest Editorial: Special Issue on Multimodal Learning

   Yang, M. Y., Rota, P., Mancini, M., Morerio, P., Rosenhahn, B. & Murino, V., 29 Nov 2024, (E-pub ahead of print) In: International Journal of Computer Vision. 3 p.

   Research output: Contribution to journal › Editorial in journal › Research › peer review

6. 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

7. 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

8. 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

9. 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

10. 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

11. 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

12. 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

13. 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

14. 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

15. Published

    Hard Shell, Soft Core: Binary Actuators for Deep-Sea Applications

    Sourkounis, C. M., Morales, D. S. G., Kwasnitschka, T. & Raatz, A., 8 Aug 2024, 2024 IEEE International Conference on Robotics and Automation, ICRA 2024. Institute of Electrical and Electronics Engineers Inc., p. 9355-9361 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).

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

16. 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

17. 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

18. 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

19. 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

20. 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

21. 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