Stefan Bloemheuvel

According to our database, Stefan Bloemheuvel authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Hyperparameter analysis of wide-kernel CNN architectures in industrial fault detection: an exploratory study.

Jurgen van den Hoogen, Dan Hudson, Stefan Bloemheuvel, Martin Atzmueller

Int. J. Data Sci. Anal., October, 2024

Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches.

Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller

Int. J. Data Sci. Anal., August, 2024

2023

Graph neural networks for multivariate time series regression with application to seismic data.

Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller

Int. J. Data Sci. Anal., September, 2023

Identifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach.

Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2022

Multivariate Time Series Regression with Graph Neural Networks.

Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller

CoRR, 2022

Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs.

Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller

Proceedings of the LWDA 2022 Workshops: FGWM, 2022

2021

A computational framework for modeling complex sensor network data using graph signal processing and graph neural networks in structural health monitoring.

Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller

Appl. Netw. Sci., 2021

2020

An Improved Wide-Kernel CNN for Classifying Multivariate Signals in Fault Diagnosis.

Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Graph Signal Processing on Complex Networks for Structural Health Monitoring.

Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

A Framework for Human-Centered Exploration of Complex Event Log Graphs.

Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper

Proceedings of the Discovery Science - 22nd International Conference, 2019

Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs.

Stefan Bloemheuvel, Benjamin Klöpper, Martin Atzmüller

Proceedings of the Business Process Management Workshops, 2019

2016

Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity.

Stefan Bloemheuvel, Martin Atzmueller, Marie Postma

Proceedings of the Behavioral Analytics in Social and Ubiquitous Environments, 2016