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Stefan Bloemheuvel
Stefan Bloemheuvel
PhD
Verified email at tue.nl
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Cited by
Year
Graph neural networks for multivariate time series regression with application to seismic data
S Bloemheuvel, J van den Hoogen, D Jozinović, A Michelini, ...
International Journal of Data Science and Analytics 16 (3), 317-332, 2023
34*2023
An improved wide-kernel CNN for classifying multivariate signals in fault diagnosis
JOD Van den Hoogen, SD Bloemheuvel, M Atzmueller
2020 International Conference on Data Mining Workshops (ICDMW), 275-283, 2020
122020
A computational framework for modeling complex sensor network data using graph signal processing and graph neural networks in structural health monitoring
S Bloemheuvel, J van den Hoogen, M Atzmueller
Applied Network Science 6 (1), 97, 2021
112021
Classifying multivariate signals in rolling bearing fault detection using adaptive wide-kernel CNNs
J van den Hoogen, S Bloemheuvel, M Atzmueller
Applied Sciences 11 (23), 11429, 2021
102021
A framework for human-centered exploration of complex event log graphs
M Atzmueller, S Bloemheuvel, B Kloepper
Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019
102019
Graph summarization for computational sensemaking on complex industrial event logs
S Bloemheuvel, B Kloepper, M Atzmueller
Business Process Management Workshops: BPM 2019 International Workshops …, 2019
72019
Graph signal processing on complex networks for structural health monitoring
S Bloemheuvel, J van den Hoogen, M Atzmueller
Complex Networks & Their Applications IX: Volume 1, Proceedings of the Ninth …, 2021
62021
Enhancing sequential pattern mining explainability with markov chain probabilities
S Bloemheuvel, B Kloepper, J Van Den Hoogen, M Atzmueller
Proc. Dutch-Belgian Database Day. Jheronimus Academy of Data Science, Den …, 2019
52019
The Di-Plast Data Science Toolkit–Enabling a Smart Data-Driven Digital Circular Economy for the Plastics Industry
J Van Den Hoogen, S Bloemheuvel, M Atzmueller
Proceedings of the Dutch-Belgian Database Day. Jheronimus Academy of Data …, 2019
32019
Evolution of contacts and communities in social interaction networks of face-to-face proximity
S Bloemheuvel, M Atzmueller, M Postma, M Atzmueller, W Duivesteijn
Proceedings of BNAIC. Jheronimus Academy of Data Science, Den Bosch, The …, 2018
22018
Identifying Informative Nodes in Attributed Spatial Sensor Networks using Attention for Symbolic Abstraction in a GNN-based Modeling Approach
L Schwenke, S Bloemheuvel, M Atzmueller
The International FLAIRS Conference Proceedings 36, 2023
12023
Rapid prediction of ground shaking intensity with graph neural networks
S Bloemheuvel, J van den Hoogen, D Jozinović, A Michelini, ...
Proceedings of the Third European Conference on Earthquake Engineering and …, 2022
12022
Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches
S Bloemheuvel, J van den Hoogen, M Atzmueller
International Journal of Data Science and Analytics, 1-18, 2023
2023
Hyperparameter analysis of wide-kernel CNN architectures in industrial fault detection: an exploratory study
J Van Den Hoogen, D Hudson, S Bloemheuvel, M Atzmueller
International Journal of Data Science and Analytics, 1-22, 2023
2023
Advanced Analytics on Complex Industrial Data
J van den Hoogen, S Bloemheuvel, M Atzmueller
Data Science for Entrepreneurship: Principles and Methods for Data …, 2023
2023
Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs
JOD van den Hoogen, SD Bloemheuvel, M Atzmueller
CEUR Workshop Proceedings, 2022
2022
Knowledge-Augmented Induction of Complex Networks on Supply–Demand–Material Data
D Hudson, L Schwenke, S Bloemheuvel, AG Chowdhury, N Schut, ...
CEUR Workshop Proceedings, 2021
2021
Graph Summarization of Industrial Event Log Data
S Bloemheuvel
Tilburg University, 2019
2019
Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity
S Bloemheuvel, M Atzmueller, M Postma
Behavioral Analytics in Social and Ubiquitous Environments: 6th …, 2019
2019
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