Items where Author is "Wrobel, Stefan"

Journal Article

Schulz, Till Hendrik and Horváth, Tamás and Welke, Pascal and Wrobel, Stefan (2022) A generalized Weisfeiler-Lehman graph kernel. Machine Learning, 111 (7). pp. 2601-2629. ISSN 0885-6125

Welke, Pascal and Horváth, Tamás and Wrobel, Stefan (2019) Probabilistic and exact frequent subtree mining in graphs beyond forests. Machine Learning, 108 (7). pp. 1137-1164. ISSN 0885-6125

Welke, Pascal and Horváth, Tamás and Wrobel, Stefan (2018) Probabilistic frequent subtrees for efficient graph classification and retrieval. Machine Learning, 107 (11). pp. 1847-1873. ISSN 0885-6125

Contribution in Book/Report/Proceedings

Welke, Pascal and Alkhoury, Fouad and Bauckhage, Christian and Wrobel, Stefan (2021) Decision Snippet Features. In: 2020 25th International Conference on Pattern Recognition (ICPR) :. IEEE, pp. 4260-4267. ISBN 9781728188096

Schulz, Till Hendrik and Horváth, Tamás and Welke, Pascal and Wrobel, Stefan (2018) Mining Tree Patterns with Partially Injective Homomorphisms. In: Mining Tree Patterns with Partially Injective Homomorphisms. :. Lecture Notes in Computer Science, 11052 . Springer, Cham, IRL, pp. 585-601. ISBN 9783030109271

Welke, Pascal and Horváth, Tamás and Wrobel, Stefan (2016) Min-Hashing for Probabilistic Frequent Subtree Feature Spaces. In: Min-Hashing for Probabilistic Frequent Subtree Feature Spaces. :. Lecture Notes in Computer Science, 9956 (1). Springer, Cham, Bari, pp. 67-82. ISBN 9783319463063

Welke, Pascal and Horváth, Tamás and Wrobel, Stefan (2016) Probabilistic Frequent Subtree Kernels. In: Probabilistic Frequent Subtree Kernels. :. Lecture Notes in Computer Science, 9067 . Springer, Cham, Porto, pp. 179-193. ISBN 9783319393148

Welke, Pascal and Horváth, Tamás and Wrobel, Stefan (2015) On the Complexity of Frequent Subtree Mining in Very Simple Structures. In: Springer Switerzland :. Lecture Notes in Computer Science, 9046 . Springer Nature, Nancy, pp. 194-209. ISBN 978-3-319-23707-7

Monograph

Schulz, Till Hendrik and Welke, Pascal and Wrobel, Stefan (2021) Graph Filtration Kernels. Other. Arxiv.

Schulz, Till Hendrik and Horváth, Tamás and Welke, Pascal and Wrobel, Stefan (2021) A Generalized Weisfeiler-Lehman Graph Kernel. Other. Arxiv.

Contribution to Conference

Schulz, Till Hendrik and Welke, Pascal and Wrobel, Stefan (2022) Graph Filtration Kernels. In: 36th AAAI Conference on Artificial Intelligence, 2022-02-22 - 2022-03-01.

Welke, Pascal and Seiffarth, Florian and Kamp, Michael and Wrobel, Stefan (2020) HOPS: Probabilistic Subtree Mining for Small and Large Graphs. In: KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020-07-06 - 2020-07-10.