1. 2023
  2. Towards Green Automated Machine Learning: Status Quo and Future Directions

    Tornede, T., Tornede, A., Hanselle, J., Mohr, F., Wever, M. & Hüllermeier, E., 2023, In: Journal of Artificial Intelligence Research. 77, p. 427-457 31 p.

    Research output: Contribution to journalArticleResearchpeer review

  3. Published

    TVCalib: Camera Calibration for Sports Field Registration in Soccer

    Theiner, J. & Ewerth, R., 2023, 2023 IEEE Winter Conference on Applications of Computer Vision: WACV 2023. Institute of Electrical and Electronics Engineers Inc., p. 1166-1175 10 p. (IEEE Winter Conference on Applications of Computer Vision).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  4. Published

    Value Engineering Concept for Foundation Systems for Onshore Wind Energy Turbines

    Abdel-Rahman, K. & Abdel-Azim, O. A., 2023, 2nd International Conference on Smart Cities 4.0. p. 318-323 6 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  5. 2022
  6. Operationally meaningful representations of physical systems in neural networks

    Poulsen Nautrup, H., Metger, T., Iten, R., Jerbi, S., Trenkwalder, L. M., Wilming, H., Briegel, H. J. & Renner, R., 16 Dec 2022, In: Machine Learning: Science and Technology. 3, 4, 045025.

    Research output: Contribution to journalArticleResearchpeer review

  7. Published

    Automated Dynamic Algorithm Configuration

    Adriaensen, S., Biedenkapp, A., Shala, G., Awad, N., Eimer, T., Lindauer, M. & Hutter, F., Dec 2022, In: Journal of Artificial Intelligence Research. 75, p. 1633-1699 67 p.

    Research output: Contribution to journalArticleResearchpeer review

  8. Published

    MANDO-GURU: vulnerability detection for smart contract source code by heterogeneous graph embeddings

    Nguyen, H. H., Nguyen, N. M., Doan, H. P., Ahmadi, Z., Doan, T. N. & Jiang, L., 9 Nov 2022, ESEC/FSE 2022 : Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Roychoudhury, A., Cadar, C. & Kim, M. (eds.). p. 1736-1740 5 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  9. Published

    Market Making with Scaled Beta Policies

    Jerome, J., Palmer, G. & Savani, R., Nov 2022, Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF 2022. p. 214-222 9 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  10. Published

    Parity-based cumulative fairness-aware boosting

    Iosifidis, V., Roy, A. & Ntoutsi, E., Oct 2022, In: Knowledge and information systems. 64, 10, p. 2737-2770 34 p.

    Research output: Contribution to journalArticleResearchpeer review

  11. Published

    Partially-federated learning: A new approach to achieving privacy and effectiveness

    Fisichella, M., Lax, G. & Russo, A., Oct 2022, In: Information sciences. 614, p. 534-547 14 p.

    Research output: Contribution to journalArticleResearchpeer review

  12. Published

    Semi-supervised Human Pose Estimation in Art-historical Images

    Springstein, M., Schneider, S., Althaus, C. & Ewerth, R., Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. p. 1107-1116 10 p.

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  13. Generating Contrastive Snippets for Argument Search

    Alshomary, M., Rieskamp, J. & Wachsmuth, H., Sept 2022, Computational Models of Argument: Proceedings of COMMA 2022. Toni, F., Polberg, S., Booth, R., Caminada, M. & Kido, H. (eds.). Amsterdam: IOS Press, p. 21-31 11 p. (Frontiers in Artificial Intelligence and Applications; vol. 353).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  14. Published

    Comparison of Different Excitation Strategies for Fault Diagnosis of Belt Drives: Industrial Application Scenarios

    Fehsenfeld, M. J., Kühn, J., Ziaukas, Z. & Jacob, H., 3 Aug 2022, Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics. Gini, G., Nijmeijer, H., Burgard, W. & Filev, D. P. (eds.). p. 177-184

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  15. Bridging Reinforcement Learning and Iterative Learning Control: Autonomous Motion Learning for Unknown, Nonlinear Dynamics

    Meindl, M., Lehmann, D. & Seel, T., 12 Jul 2022, In: Frontiers in Robotics and AI. 9, 793512.

    Research output: Contribution to journalArticleResearchpeer review

  16. Published

    Hybrid Interval-Probabilistic Localization in Building Maps

    Ehambram, A., Jaulin, L. & Wagner, B., 1 Jul 2022, In: IEEE Robotics and Automation Letters. 7, 3, p. 7059-7066 8 p.

    Research output: Contribution to journalArticleResearchpeer review

  17. Published

    Geometric Model for Serial-Chain Robot Inverse Kinematics in Case of Two Translational DoF, Spatial Rotation and Functional Redundancy

    Schappler, M., Blum, T. & Job, T., 18 Jun 2022, Advances in Robot Kinematics 2022. Altuzarra, O. & Kecskeméthy, A. (eds.). p. 399-408 10 p. (Springer Proceedings in Advanced Robotics; vol. 24 SPAR).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  18. Published

    Inverse Kinematics for Functional Redundancy of Symmetric 3T1R Parallel Manipulators Using Tait-Bryan-Angle Kinematic Constraints

    Schappler, M., 18 Jun 2022, Advances in Robot Kinematics 2022. Altuzarra, O. & Kecskeméthy, A. (eds.). p. 198-207 10 p. (Springer Proceedings in Advanced Robotics; vol. 24 SPAR).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  19. Published

    Structural and Dimensional Synthesis of Overconstraint Symmetric 3T2R Parallel Robots Using Tait-Bryan-Angle Kinematic Constraints

    Schappler, M., 18 Jun 2022, Advances in Robot Kinematics 2022. Altuzarra, O. & Kecskeméthy, A. (eds.). p. 188-197 10 p. (Springer Proceedings in Advanced Robotics; vol. 24 SPAR).

    Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

  20. Published

    “The Rodney Dangerfield of Stylistic Devices”: End-to-End Detection and Extraction of Vossian Antonomasia Using Neural Networks

    Schwab, M., Jäschke, R. & Fischer, F., 9 Jun 2022, In: Frontiers in Artificial Intelligence. 5, 868249.

    Research output: Contribution to journalArticleResearchpeer review

  21. Ambivalence in decision making: An eye tracking study

    Rosner, A., Basieva, I., Barque-Duran, A., Glöckner, A., von Helversen, B. & Pothos, E., May 2022, In: Cognitive Psychology. 134, 134, p. 1-31 32 p., 101464.

    Research output: Contribution to journalArticleResearchpeer review

  22. Published

    Effects of unilateral dynamic handgrip on reaction time and error rate

    Mirifar, A., Luan, M. & Ehrlenspiel, F., May 2022, In: Cognitive processing. 23, 2, p. 169-178 10 p.

    Research output: Contribution to journalArticleResearchpeer review

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