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Pascal Welke
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Development of spectral indices for detecting and identifying plant diseases
AK Mahlein, T Rumpf, P Welke, HW Dehne, L Plümer, U Steiner, ...
Remote Sensing of Environment 128, 21-30, 2013
6012013
Differentiating smartphone users by app usage
P Welke, I Andone, K Blaszkiewicz, A Markowetz
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
682016
Explainable Machine Learning with Prior Knowledge: An Overview
K Beckh, S Müller, M Jakobs, V Toborek, H Tan, R Fischer, P Welke, ...
arXiv preprint arXiv:2105.10172, 2021
282021
A generalized weisfeiler-lehman graph kernel
TH Schulz, T Horváth, P Welke, S Wrobel
Machine Learning 111 (7), 2601-2629, 2022
212022
Graph filtration kernels
T Schulz, P Welke, S Wrobel
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8196-8203, 2022
112022
Mining tree patterns with partially injective homomorphisms
TH Schulz, T Horváth, P Welke, S Wrobel
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019
112019
On the Necessity of Graph Kernel Baselines
T Schulz, P Welke
ECML-PKDD, GEM workshop, 2019
112019
Probabilistic frequent subtrees for efficient graph classification and retrieval
P Welke, T Horváth, S Wrobel
Machine Learning 107, 1847-1873, 2018
102018
Ligand affinity prediction with multi-pattern kernels
K Ullrich, J Mack, P Welke
Discovery Science: 19th International Conference, DS 2016, Bari, Italy …, 2016
102016
A New Aligned Simple German Corpus
V Toborek, M Busch, M Boßert, C Bauckhage, P Welke
The 61st Annual Meeting of the Association for Computational Linguistics …, 2023
82023
Probabilistic and exact frequent subtree mining in graphs beyond forests
P Welke, T Horváth, S Wrobel
Machine Learning 108 (7), 1137-1164, 2019
82019
Harnessing Prior Knowledge for Explainable Machine Learning: An Overview
K Beckh, S Müller, M Jakobs, V Toborek, H Tan, R Fischer, P Welke, ...
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 450-463, 2023
72023
HOPS: Probabilistic Subtree Mining for Small and Large Graphs
P Welke, F Seiffarth, M Kamp, S Wrobel
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
62020
Probabilistic frequent subtree kernels
P Welke, T Horváth, S Wrobel
New Frontiers in Mining Complex Patterns: 4th International Workshop, NFMCP …, 2016
62016
SUSAN: The Structural Similarity Random Walk Kernel
J Kalofolias, P Welke, J Vreeken
Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021
52021
Three-hop distance estimation in social graphs
P Welke, A Markowetz, T Suel, M Christoforaki
2016 IEEE International Conference on Big Data (Big Data), 1048-1055, 2016
52016
Multiple texts as a limiting factor in online learning: quantifying (dis-) similarities of knowledge networks
A Mehler, W Hemati, P Welke, M Konca, T Uslu
Frontiers in Education 5, 562670, 2020
42020
Efficient Frequent Subgraph Mining in Transactional Databases
P Welke
2020 IEEE 7th International Conference on Data Science and Advanced …, 2020
42020
Efficient frequent subtree mining beyond forests
P Welke
IOS Press, 2020
42020
Simple Necessary Conditions for the Existence of a Hamiltonian Path with Applications to Cactus Graphs
P Welke
arXiv preprint arXiv:1709.01367, 2017
3*2017
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Articles 1–20