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736 Results

  1. 2023
  2. Published

    FAC-fed: Federated adaptation for fairness and concept drift aware stream classification

    Badar, M., Nejdl, W. & Fisichella, M., Aug 2023, In: Machine learning. 112, 8, p. 2761-2786 26 p.

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

  3. Quantifying the Effect of Feedback Frequency in Interactive Reinforcement Learning for Robotic Tasks

    Navarro-Guerrero, N., Aug 2023, In: Neural Computing and Applications. 35, 23, p. 16931–16943 13 p.

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

  4. Published

    Domain Adaptation for Head Pose Estimation Using Relative Pose Consistency

    Kuhnke, F. & Ostermann, J., Jul 2023, In: IEEE Transactions on Biometrics, Behavior, and Identity Science. 5, 3, p. 348-359 12 p.

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

  5. Published

    To Revise or Not to Revise: Learning to Detect Improvable Claims for Argumentative Writing Support

    Skitalinskaya, G. & Wachsmuth, H., Jul 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). p. 15799–15816 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

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

  6. Published

    Hybrid POI group recommender system based on group type in LBSN

    Bahari Sojahrood, Z., Taleai, M. & Cheng, H., 1 Jun 2023, In: Expert systems with applications. 219, 119681.

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

  7. Published

    Wor(l)d-GAN: Towards Natural Language Based PCG in Minecraft

    Awiszus, M., Schubert, F. & Rosenhahn, B., Jun 2023, In: IEEE Transactions on Games. 15, 2, p. 182-192 11 p.

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

  8. Published

    The Voronoi Region of the Barnes-Wall Lattice Λ16

    Pook-Kolb, D., Agrell, E. & Allen, B., 16 May 2023, In: IEEE Journal on Selected Areas in Information Theory. 4, p. 16-23 8 p.

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

  9. Published

    Understanding image-text relations and news values for multimodal news analysis

    Cheema, G. S., Hakimov, S., Müller-Budack, E., Otto, C., Bateman, J. A. & Ewerth, R., 2 May 2023, In: Frontiers in Artificial Intelligence. 6, 1125533.

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

  10. Published

    Information extraction pipelines for knowledge graphs

    Jaradeh, M. Y., Singh, K., Stocker, M., Both, A. & Auer, S., May 2023, In: Knowledge and information systems. 65, 5, p. 1989-2016 28 p.

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

  11. Published

    State and Action Abstraction for Search and Reinforcement Learning Algorithms

    Dockhorn, A. & Kruse, R., 18 Apr 2023, Studies in Computational Intelligence. Cham: Springer Science and Business Media Deutschland GmbH, p. 181-198 18 p. (Studies in Computational Intelligence; vol. 1087).

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

  12. Algorithm selection on a meta level

    Tornede, A., Gehring, L., Tornede, T., Wever, M. & Hüllermeier, E., Apr 2023, In: Machine learning. 112, 4, p. 1253-1286 34 p.

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

  13. Naive automated machine learning

    Mohr, F. & Wever, M., Apr 2023, In: Machine learning. 112, 4, p. 1131-1170 40 p.

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

  14. Visuo-haptic object perception for robots: an overview

    Navarro-Guerrero, N., Toprak, S., Josifovski, J. & Jamone, L., Apr 2023, In: Autonomous robots. 47, 4, p. 377-403 27 p.

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

  15. Published

    Design and Evaluation of a 180 nm Powerline Communication ASIC for Harsh Environment

    Stuckenberg, T., Rücker, M., Gottschlich, M., Rother, N., Nowosielski, R., Wiese, F. & Blume, H., Mar 2023, In: Microprocessors and Microsystems. 97, 104742.

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

  16. Published

    Federated Learning to Safeguard Patients Data: A Medical Image Retrieval Case

    Singh, G., Violi, V. & Fisichella, M., Mar 2023, In: Big Data and Cognitive Computing. 7, 1, 18.

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

  17. Published

    Provident vehicle detection at night for advanced driver assistance systems

    Ewecker, L., Asan, E., Ohnemus, L. & Saralajew, S., Mar 2023, In: Autonomous robots. 47, 3, p. 313-335 23 p.

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

  18. Published

    AdaCC: cumulative cost-sensitive boosting for imbalanced classification

    Iosifidis, V., Papadopoulos, S., Rosenhahn, B. & Ntoutsi, E., Feb 2023, In: Knowledge and information systems. 65, 2, p. 789-826 38 p.

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

  19. Survey on reinforcement learning for language processing

    Uc-Cetina, V., Navarro-Guerrero, N., Martin-Gonzalez, A., Weber, C. & Wermter, S., Feb 2023, In: Artificial intelligence review. 56, 2, p. 1543-1575 33 p.

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

  20. Published

    10X Faster Subgraph Matching: Dual Matching Networks with Interleaved Diffusion Attention

    Nguyen, Q. D., Ren, Z., Jo, J., Nguyen, Q. V. H., Toan Nguyen, T. & Tam Nguyen, T., 2023, 2023 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).

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

  21. Published

    A Biomimetic Fingerprint for Robotic Tactile Sensing

    Juiña Quilachamin, O. A. & Navarro-Guerrero, N., 2023, Europe ISR 2023 : International Symposium on Robotics, Proceedings. VDE Verlag GmbH, p. 112-118 7 p.

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

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