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Dr Pascal Welke

Assistant Professor (Lecturer) in Data Science

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  1. 2020
  2. Published

    Efficient Frequent Subtree Mining Beyond Forests

    Welke, P., 30/06/2020, IOS Press. 188 p. (Dissertations in Artificial Intelligence; vol. 348)

    Research output: Book/Report/Proceedings › Book

  3. 2019
  4. Published

    Probabilistic and exact frequent subtree mining in graphs beyond forests

    Welke, P., Horváth, T. & Wrobel, S., 15/07/2019, In: Machine Learning. 108, 7, p. 1137-1164 28 p.

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

  5. 2018
  6. Published

    Probabilistic frequent subtrees for efficient graph classification and retrieval

    Welke, P., Horváth, T. & Wrobel, S., 30/11/2018, In: Machine Learning. 107, 11, p. 1847-1873 27 p.

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

  7. Published

    Mining Tree Patterns with Partially Injective Homomorphisms.

    Schulz, T. H., Horváth, T., Welke, P. & Wrobel, S., 14/09/2018, Mining Tree Patterns with Partially Injective Homomorphisms.. Springer, Cham, Vol. 11052. p. 585-601 16 p. (Lecture Notes in Computer Science; vol. 11052).

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

  8. 2017
  9. Published

    Simple Necessary Conditions for the Existence of a Hamiltonian Path with Applications to Cactus Graphs

    Welke, P., 5/09/2017, Arxiv.

    Research output: Working paper › Preprint

  10. 2016
  11. Published

    Three-hop distance estimation in social graphs.

    Welke, P., Markowetz, A., Suel, T. & Christoforaki, M., 5/12/2016, Three-hop distance estimation in social graphs.. IEEE, p. 1048-1055 7 p.

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

  12. Published

    Ligand Affinity Prediction with Multi-pattern Kernels.

    Ullrich, K., Mack, J. & Welke, P., 21/09/2016, Ligand Affinity Prediction with Multi-pattern Kernels.. Springer Nature, p. 474-489 15 p. (Lecture Notes in Computer Science; vol. 9956).

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

  13. Published

    Min-Hashing for Probabilistic Frequent Subtree Feature Spaces.

    Welke, P., Horváth, T. & Wrobel, S., 21/09/2016, Min-Hashing for Probabilistic Frequent Subtree Feature Spaces.. 1 ed. Springer, Cham, Vol. 9956. p. 67-82 15 p. (Lecture Notes in Computer Science; vol. 9956).

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

  14. Published

    Differentiating smartphone users by app usage.

    Welke, P., Andone, I., Blaszkiewicz, K. & Markowetz, A., 12/09/2016, Differentiating smartphone users by app usage.. The Association for Computing Machinery, p. 519-523 4 p.

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

  15. Published

    Probabilistic Frequent Subtree Kernels.

    Welke, P., Horváth, T. & Wrobel, S., 18/05/2016, Probabilistic Frequent Subtree Kernels.. Springer, Cham, Vol. 9067. p. 179-193 14 p. (Lecture Notes in Computer Science; vol. 9607).

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

  16. 2015
  17. Published

    On the Complexity of Frequent Subtree Mining in Very Simple Structures.

    Welke, P., Horváth, T. & Wrobel, S., 27/12/2015, Springer Switerzland. Springer Nature, Vol. 9046. p. 194-209 (Lecture Notes in Computer Science; vol. 9046).

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

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