Jurgen van den Hoogen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Spatiotemporal Data

Graph Structures

Betweenness Centrality

Multivariate Time Series

Top Venues

Int. J. Data Sci. Anal.

Publications

Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller
Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters. ICDEW (2024)
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)
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)
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)