Pascal Welke

Most-cited papers

Development of spectral indices for detecting and identifying plant diseases
A. Mahlein, Till Rumpf, Pascal Welke, H. Dehne +3 more
2013612 citations
Semantic Scholar
Differentiating smartphone users by app usage
Pascal Welke, I. Andone, Konrad Błaszkiewicz, Alexander Markowetz
2016Ubiquitous Computing62 citations
Semantic Scholar
An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning
Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs +2 more
2023ECML/PKDD51 citations Open access
Semantic Scholar
Retention is All You Need
Karishma Mohiuddin, Mirza Ariful Alam, Mirza Mohtashim Alam, Pascal Welke +3 more
2023International Conference on Information and Knowledge Management49 citations Open access
Semantic Scholar
A generalized Weisfeiler-Lehman graph kernel
T. Schulz, Tam'as Horv'ath, Pascal Welke, S. Wrobel
2021Machine-mediated learning38 citations Open access
Semantic Scholar
Explainable Machine Learning with Prior Knowledge: An Overview
Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek +5 more
2021arXiv.org35 citations
Semantic Scholar
Harnessing Prior Knowledge for Explainable Machine Learning: An Overview
Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek +5 more
20232023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)24 citations
Semantic Scholar
A New Aligned Simple German Corpus
Vanessa Toborek, M. Busch, M. Bossert, C. Bauckhage +1 more
2022Annual Meeting of the Association for Computational Linguistics23 citations Open access
Semantic Scholar
On the Necessity of Graph Kernel Baselines
T. Schulz, Pascal Welke
201920 citations
Semantic Scholar
SUSAN: The Structural Similarity Random Walk Kernel
Janis Kalofolias, Pascal Welke, Jilles Vreeken
2021SDM16 citations Open access
Semantic Scholar
Expectation-Complete Graph Representations with Homomorphisms
Pascal Welke, Maximilian Thiessen, Fabian Jogl, T. Gärtner
2023International Conference on Machine Learning15 citations Open access
Semantic Scholar
Mining Tree Patterns with Partially Injective Homomorphisms
T. Schulz, T. Horváth, Pascal Welke, S. Wrobel
2018ECML/PKDD15 citations
Semantic Scholar
Maximally Expressive GNNs for Outerplanar Graphs
Franka Bause, Fabian Jogl, Patrick Indri, Tamara Drucks +5 more
2025Trans. Mach. Learn. Res.14 citations
Semantic Scholar
Ligand Affinity Prediction with Multi-pattern Kernels
Katrin Ullrich, Jennifer Mack, Pascal Welke
2016IFIP Working Conference on Database Semantics12 citations
Semantic Scholar
Probabilistic and exact frequent subtree mining in graphs beyond forests
Pascal Welke, T. Horváth, S. Wrobel
2019Machine-mediated learning11 citations Open access
Semantic Scholar
Probabilistic frequent subtrees for efficient graph classification and retrieval
Pascal Welke, T. Horváth, S. Wrobel
2017Machine-mediated learning11 citations Open access
Semantic Scholar
Probabilistic Frequent Subtree Kernels
Pascal Welke, T. Horváth, S. Wrobel
2015NFMCP10 citations
Semantic Scholar
HOPS: Probabilistic Subtree Mining for Small and Large Graphs
Pascal Welke, Florian Seiffarth, Michael Kamp, S. Wrobel
2020Knowledge Discovery and Data Mining9 citations
Semantic Scholar
Expectation Complete Graph Representations Using Graph Homomorphisms
Maximilian Thiessen, Pascal Welke, T. Gärtner
9 citations
Semantic Scholar
Hidden Schema Networks
Ramsés J. Sánchez, L. Conrads, Pascal Welke, K. Cvejoski +1 more
2022Annual Meeting of the Association for Computational Linguistics7 citations Open access
Semantic Scholar
Min-Hashing for Probabilistic Frequent Subtree Feature Spaces
Pascal Welke, T. Horváth, S. Wrobel
2016IFIP Working Conference on Database Semantics7 citations
Semantic Scholar
On the Complexity of Frequent Subtree Mining in Very Simple Structures
Pascal Welke, T. Horváth, S. Wrobel
2014International Conference on Inductive Logic Programming7 citations
Semantic Scholar
Extending Graph Neural Networks with Global Features
TU Wien, Fabian Jogl, Pascal Welke, TU Thiessen +1 more
7 citations
Semantic Scholar
Graph-based tensile strength approximation of random nonwoven materials by interpretable regression
Dario Antweiler, Marc Harmening, N. Marheineke, Andre Schmeißer +2 more
2022Machine Learning with Applications6 citations Open access
Semantic Scholar
Frequent Generalized Subgraph Mining via Graph Edit Distances
R. Palme, Pascal Welke
2022PKDD/ECML Workshops6 citations
Semantic Scholar
Multiple Texts as a Limiting Factor in Online Learning: Quantifying (Dis-)similarities of Knowledge Networks
Alexander Mehler, Wahed Hemati, Pascal Welke, Maxim Konca +1 more
2020Frontiers in Education6 citations Open access
Semantic Scholar
Efficient Frequent Subgraph Mining in Transactional Databases
Pascal Welke
2020International Conference on Data Science and Advanced Analytics6 citations
Semantic Scholar
Decision Snippet Features
Pascal Welke, Fouad Alkhoury, C. Bauckhage, S. Wrobel
2021International Conference on Pattern Recognition4 citations
Semantic Scholar
Simple Necessary Conditions for the Existence of a Hamiltonian Path with Applications to Cactus Graphs
Pascal Welke
2017arXiv.org4 citations
Semantic Scholar
Machine learning framework to predict nonwoven material properties from fiber graph representations
Dario Antweiler, Marc Harmening, N. Marheineke, Andre Schmeißer +2 more
2022Softw. Impacts3 citations Open access
Semantic Scholar
ML2R Theory Nuggets Centering Data-and Kernel Matrices
C. Bauckhage, Pascal Welke
20213 citations
Semantic Scholar
ML2R Coding Nuggets Sorting as Linear Programming
C. Bauckhage, Pascal Welke
20213 citations
Semantic Scholar
ML2R Coding Nuggets Linear Programming for Robust Regression
Pascal Welke, C. Bauckhage
20213 citations
Semantic Scholar
Efficient Frequent Subtree Mining Beyond Forests
Pascal Welke
2019Dissertations in Artificial Intelligence3 citations
Semantic Scholar
ML2R Coding Nuggets Sorting as a QUBO
C. Bauckhage, Pascal Welke
20212 citations
Semantic Scholar
2016 Ieee International Conference on Big Data (big Data) Three-hop Distance Estimation in Social Graphs
Pascal Welke, Alexander Markowetz, Torsten Suel, M. Christoforaki
2 citations
Semantic Scholar
Minhashing for Graph Similarity Computation
C. Aksakalli, Pascal Welke
20161 citations
Semantic Scholar
Graph Pooling Provably Improves Expressivity
Veronica Lachi, Alice Moallemy-Oureh, Andreas Roth, Pascal Welke +1 more
1 citations
Semantic Scholar
ML2R Coding Nuggets Solving Least Squares Gradient Flows
C. Bauckhage, Pascal Welke
20210 citations
Semantic Scholar
ML2R Theory Nuggets Computational Complexity of Max-Sum Diversification
Pascal Welke, T. Schulz, C. Bauckhage
20210 citations
Semantic Scholar
Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks
Dario Antweiler, Pascal Welke, Fraunhofer Iais
20200 citations
Semantic Scholar