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Pascal Welke

Personal Page of Pascal Welke, PhD candidate at University of Bonn

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Contact

University of Bonn:

Room A208, Römerstraße 164, 53117 Bonn. Phone: +49 228 73 4514

Fraunhofer IZB:
Room C2-114, Schloss Birlinghoven, 53757 Sankt Augustin. Phone: +49 2241 14 1580
email: 
welke@uni-bonn.de

Publications

  1. Pascal Welke, Tamas Horvath, Stefan Wrobel: Probabilistic Frequent Subtrees for Efficient Graph Classification and Retrieval. Machine Learning, Springer 2017.
    [preprint] [doi] [read-only free official version] [journal]
  2. Till Hendrik Schulz, Tamas Horvath, Pascal Welke, Stefan Wrobel: Mining Tree Patterns with Partially Injective Homomorphisms. Inductive Logic Programming Conference, ILP 2017, Late Breaking Paper.
    [preprint]
    [conference]
  3. Pascal Welke, Alexander Markowetz, Torsten Suel, Maria Christoforaki: 3-Hop Distance Estimation in Social Graphs. IEEE International Conference on Big Data, BigData 2016, IEEE 2016.
    [preprint] [slides] [dblp]
    [doi] [conference]
  4. Pascal Welke, Tamas Horvath, Stefan Wrobel: Min-Hashing for Probabilistic Frequent Subtree Feature Spaces. Proceedings of Discovery Science - 18th International Conference, DS 2016, Springer LNAI 9956.
    [preprint] [slides] [poster] [dblp]
    [doi] [conference]
  5. Katrin Ullrich, Jennifer Mack, Pascal Welke: Ligand Affinity Prediction with Multi-Pattern Kernels. Proceedings of Discovery Science - 18th International Conference, DS 2016, Springer LNAI 9956.
    [preprint] [slides] [dblp]
    [doi] [conference]
  6. Pascal Welke, Ionut Andone, Konrad Blaskiewicz, Alexander Markowetz:  Differentiating Smartphone Users by App Usage. Proceedings of the ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, ACM 2016.
    [preprint] [slides] [dblp] [doi] [conference]
  7. Pascal Welke, Tamas Horvath, Stefan Wrobel: Probabilistic Frequent Subtree Kernels.  Proceedings of the Fourth Workshop on New Frontiers in Mining Complex Patterns, nfMCP 2015, Selected Extended Papers, Springer LNCS 9607.
    [preprint] [slides] [dblp]
    [doi] [workshop]
  8. Pascal Welke: Simple Necessary Conditions for the Existence of a Hamiltonian Path with Applications to Cactus Graphs. Computer Science Conference for University of Bonn Students, CSCUBS 2015.
    [preprint] [slides] [workshop]
  9. Pascal Welke, Tamas Horvath, Stefan Wrobel: On the Complexity of Frequent Subtree Mining in Very Simple Structures. Proceedings of the Inductive Logic Programming Conference, ILP 2014, Springer LNCS 9046.
    [preprint] [slides] [dblp]
    [doi] [conference]
  10. Anne-Kathrin Mahlein, Till Rumpf, Pascal Welke, Heinz-Wilhelm Dehne, Lutz Plümer, Ulrike Steiner, Erich-Christian Oerke: Development of spectral indices for detecting and identifying plant diseases. Remote Sensing of Environment, Elsevier 2012.
    [doi] [journal]
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