| 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 | 11 | 2020 |
| 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, 1-16, 2022 | 10* | 2022 |
| 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 | 9 | 2019 |
| 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 | 8 | 2021 |
| 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 | 7 | 2019 |
| 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 | 5 | 2021 |
| 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 | 5 | 2021 |
| 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 | 5 | 2019 |
| 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 | 3 | 2019 |
| Evolution of contacts and communities in social interaction networks of face-to-face proximity S Bloemheuvel, M Atzmueller, M Postma Proceedings of BNAIC. Jheronimus Academy of Data Science, Den Bosch, The …, 2018 | 2 | 2018 |
| 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 | | 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 |
| 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 | | 2022 |
| Knowledge-Augmented Induction of Complex Networks on Supply–Demand–Material Data D Hudson, L Schwenke, S Bloemheuvel, AG Chowdhury, N Schut, ... | | 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 |
