Stefan Bloemheuvel

15 papers B 2Misc 1Journal 6Unranked 6

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