W6681029592

• Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT

  2024 Computers in Biology and Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  6

  citations
• Compressing CFI Graphs and Lower Bounds for the Weisfeiler-Leman Refinements

  2023 Annual Symposium on Foundations of Computer Science conference-paper Computer Science Complexity and Algorithms in Graphs

  4

  citations
• Preserving complex object-centric graph structures to improve machine learning tasks in process mining

  2023 Engineering Applications of Artificial Intelligence article Business, Management and Accounting Business Process Modeling and Analysis

  25

  citations
• The Iteration Number of the Weisfeiler-Leman Algorithm

  2023 Proceedings - Symposium on Logic in Computer Science conference-paper Computer Science Advanced Graph Theory Research

  6

  citations
• Graph Neural Networks Based Log Anomaly Detection and Explanation

  2023 SSRN Electronic Journal preprint Computer Science Software System Performance and Reliability Open access

  8

  citations
• Defining Cases and Variants for Object-Centric Event Data

  2022 International Conference on Process Mining (ICPM) conference-paper Business, Management and Accounting Business Process Modeling and Analysis cited by 3 patents

  45

  citations
• The Logic of Graph Neural Networks

  2021 Proceedings - Symposium on Logic in Computer Science conference-paper Computer Science Advanced Graph Neural Networks Open access

  50

  citations

7 results