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Research

Dr Pascal Welke

Assistant Professor (Lecturer) in Data Science

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  1. 2023
  2. Published

    Hidden Schema Networks

    Sánchez, R. J., Conrads, L., Welke, P., Cvejoski, K. & Ojeda, C., 26/05/2023, Arxiv.

    Research output: Working paper › Preprint

  3. Published

    Retention Is All You Need

    Mohiuddin, K., Alam, M. A., Alam, M. M., Welke, P., Martin, M., Lehmann, J. & Vahdati, S., 6/04/2023, Arxiv.

    Research output: Working paper › Preprint

  4. Published

    Frequent Generalized Subgraph Mining via Graph Edit Distances

    Palme, R. & Welke, P., 31/01/2023, Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022). Koprinska, I. (ed.). Cham: Springer, p. 477-483 7 p. (Communications in Computer and Information Science; vol. 1753).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  5. 2022
  6. Published

    Machine learning framework to predict nonwoven material properties from fiber graph representations

    Antweiler, D., Harmening, M., Marheineke, N., Schmeißer, A., Wegener, R. & Welke, P., 31/12/2022, In: Software Impacts. 14, 100423.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    A New Aligned Simple German Corpus

    Toborek, V., Busch, M., Boßert, M., Bauckhage, C. & Welke, P., 2/09/2022, Arxiv.

    Research output: Working paper › Preprint

  8. Published

    A generalized Weisfeiler-Lehman graph kernel

    Schulz, T. H., Horváth, T., Welke, P. & Wrobel, S., 31/07/2022, In: Machine Learning. 111, 7, p. 2601-2629 29 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Graph Filtration Kernels

    Schulz, T. H., Welke, P. & Wrobel, S., 28/06/2022, p. 8196-8203. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  10. 2021
  11. Published

    SUSAN: The Structural Similarity Random Walk Kernel

    Kalofolias, J., Welke, P. & Vreeken, J., 31/12/2021, Proceedings of the 2021 SIAM International Conference on Data Mining (SDM). Demeniconi, C., Davidson, I., Akoglu, L. & Terzi, E. (eds.). SIAM PUBLICATIONS, p. 298-306 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Graph Filtration Kernels

    Schulz, T. H., Welke, P. & Wrobel, S., 22/10/2021, Arxiv.

    Research output: Working paper › Preprint

  13. Published

    Explainable Machine Learning with Prior Knowledge: An Overview

    Beckh, K., Müller, S., Jakobs, M., Toborek, V., Tan, H., Fischer, R., Welke, P., Houben, S. & von Rueden, L., 21/05/2021, Arxiv.

    Research output: Working paper › Preprint

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