Stefan Bloemheuvel

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Multivariate Time Series

Community Structure

Top Venues

Int. J. Data Sci. Anal.

Publications

Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches. Int. J. Data Sci. Anal. 18 (2) (2024)
Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller
Identifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach. FLAIRS (2023)
Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller
Graph neural networks for multivariate time series regression with application to seismic data. Int. J. Data Sci. Anal. 16 (3) (2023)
Jurgen van den Hoogen, Dan Hudson, Stefan Bloemheuvel, Martin Atzmueller
Hyperparameter Analysis of Wide-Kernel CNN Architectures in Industrial Fault Detection - An Exploratory Study. DSAA (2023)
Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs. LWDA (2022)
Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller
Multivariate Time Series Regression with Graph Neural Networks. CoRR (2022)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
A computational framework for modeling complex sensor network data using graph signal processing and graph neural networks in structural health monitoring. Appl. Netw. Sci. 6 (1) (2021)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring. CoRR (2021)
Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
Graph Signal Processing on Complex Networks for Structural Health Monitoring. COMPLEX NETWORKS (1) (2020)
Jop van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
An Improved Wide-Kernel CNN for Classifying Multivariate Signals in Fault Diagnosis. ICDM (Workshops) (2020)
Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper
A Framework for Human-Centered Exploration of Complex Event Log Graphs. DS (2019)
Stefan Bloemheuvel, Benjamin Klöpper, Martin Atzmüller
Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs. Business Process Management Workshops (2019)
Stefan Bloemheuvel, Martin Atzmueller, Marie Postma
Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity. MSM@WWW,MUSE@PKDD/ECML (2016)