747 Results

1. 2021
2. Published

   Reinforcement Learning with Quantitative Verification for Assured Multi-Agent Policies

   Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: Volume 2: ICAART . Rocha, A. P., Steels, L. & van den Herik, J. (eds.). p. 237-245 9 p. (ICAART).

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

3. Published

   Robust Regression for Monocular Depth Estimation

   Lienen, J., Nommensen, N., Ewerth, R. & Hüllermeier, E., 2021, p. 1001-1016. 16 p.

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

4. Published

   Sobi: An Interactive Social Service Robot for Long-Term Autonomy in Open Environments

   Stuede, M., Westermann, K., Schappler, M. & Spindeldreier, S., 2021, 2021 European Conference on Mobile Robots (ECMR): Proceedings, Virtual Conference 31 August - 3 September 2021. Behnke, S., Menegatti, E. & McCool, C. (eds.). 7 p.

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

5. Systematic Mapping Study on the Machine Learning Lifecycle

   Xie, Y., Miranda da Cruz, L., Heck, P. & Rellermeyer, J., 2021, Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021. p. 70-73 4 p. 9474380

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

6. Published

   Topic-Guided Knowledge Graph Construction for Argument Mining

   Li, W., Abels, P., Ahmadi, Z., Burkhardt, S., Schiller, B., Gurevych, I. & Kramer, S., 2021, 2021 IEEE International Conference on Big Knowledge: (ICBK). Gong, Z., Li, X., Oguducu, S. G., Chen, L., Manjon, B. F. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 315-322 8 p.

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

7. Published

   Transfer learning for accurate modeling and control of soft actuators

   Wiese, M., Runge-Borchert, G., Cao, B. H. & Raatz, A., 2021, 2021 IEEE 4th International Conference on Soft Robotics, RoboSoft 2021. Institute of Electrical and Electronics Engineers Inc., p. 51-57 7 p. 9479300

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

8. Published

   Uncertainty: Ideas Behind Neural Networks Lead Us Beyond KL- Decomposition and Interval Fields.

   Beer, M., Kosheleva, O. & Kreinovich, V., 2021, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). 7 p.

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

9. Published

   World-GAN: A Generative Model for Minecraft Worlds

   Awiszus, M., Schubert, F. & Rosenhahn, B., 2021, 2021 IEEE Conference on Games, CoG 2021. IEEE Computer Society, 175285. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2021-August).

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

10. 2020
11. Published

    Application of System Dynamics for Holistic Product-Service System Development

    Kloock-Schreiber, D., Gembarski, P. C. & Lachmayer, R., 24 Dec 2020, In: Procedia Manufacturing. 52, p. 209-214 6 p.

    Research output: Contribution to journal › Conference article › Research › peer review

12. Published

    Development of a domain-specific ontology to support research data management for the tailored forming technology

    Sheveleva, T., Koepler, O., Mozgova, I., Lachmayer, R. & Auer, S., 24 Dec 2020, In: Procedia Manufacturing. 52, p. 107-112 6 p.

    Research output: Contribution to journal › Conference article › Research › peer review

13. Published

    Identification of dynamic loads on structural component with artificial neural networks

    Altun, O., Zhang, D., Siqueira, R., Wolniak, P., Mozgova, I. & Lachmayer, R., 24 Dec 2020, In: Procedia Manufacturing. 52, p. 181-186 6 p.

    Research output: Contribution to journal › Conference article › Research › peer review

14. Published

    Development of a Steerable Miniature Instrument to Manage Internal Carotid Artery Injury in Endoscopic Transsphenoidal Surgery Simulation

    Budde, L., Hon, N. W. L., Kim, J., Witterick, I., Campisi, P., Chan, Y., Forte, V., Drake, J. & Looi, T., 2 Dec 2020, In: IEEE Transactions on Medical Robotics and Bionics. 3, 1, p. 281-284 4 p., 9276465.

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

15. Published

    Compacting Frequent Star Patterns in RDF Graphs

    Karim, F., Vidal, M. & Auer, S., Dec 2020, In: Journal of Intelligent Information Systems. 55, 3, p. 561-585 25 p.

    Research output: Contribution to journal › Article › Research

16. Published

    Why LASSO, EN, and CLOT: Invariance-Based Explanation

    Alkhatib, H., Neumann, I., Kreinovich, V. & Van Le, C., 14 Nov 2020, Data Science for Financial Econometrics. Cham: Springer Science and Business Media Deutschland GmbH, p. 37-50 14 p. (Studies in Computational Intelligence; vol. 898).

    Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review

17. A Visual Intelligence Scheme for Hard Drive Disassembly in Automated Recycling Routines

    Yildiz, E., Brinker, T., Renaudo, E., Hollenstein, J. J., Haller-Seeber, S., Piater, J. & Wörgötter, F., 4 Nov 2020, ROBOVIS 2020 - Proceedings of the International Conference on Robotics, Computer Vision and Intelligent Systems. Galambos, P. & Madani, K. (eds.). p. 17-27 11 p. (ROBOVIS 2020 - Proceedings of the International Conference on Robotics, Computer Vision and Intelligent Systems).

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

18. Published

    Best Practices for Scientific Research on Neural Architecture Search

    Lindauer, M. & Hutter, F., Nov 2020, In: Journal of Machine Learning Research. 21, 18 p.

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

19. Published

    GIMO: A multi-objective anytime rule mining system to ease iterative feedback from domain experts

    Baum, T., Herbold, S. & Schneider, K., Nov 2020, In: Expert Systems with Applications: X. 8, 100040.

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

20. Published

    On the Stability of Converter-Dominated Power Systems: Impedance-Based Analysis

    Dokus, M., Sarstedt, M. & Mertens, A., Nov 2020, Proceedings 2020 International Conference on Smart Grids and Energy Systems (SGES 2020). IEEE Computer Society, p. 105-110 6 p. 9364470

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

21. Published

    Reduced-Order Kalman Filter for Surface Temperature Monitoring of parameter-variant thermal Systems

    Frank, T., Wielitzka, M. & Ortmaier, T., 26 Oct 2020, 2020 IEEE International Conference on Mechatronics and Automation (ICMA). Institute of Electrical and Electronics Engineers Inc., p. 570-575 6 p. (IEEE International Conference on Mechatronics and Automation).

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

22. Quick energy prediction and comparison of options at the early design stage

    Singh, M. M., Singaravel, S., Klein, R. & Geyer, P. F., Oct 2020, In: Advanced engineering informatics. 46, 101185.

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