73 citations · 73 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 73 cited
Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data
Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinović +2
Machine learning, with its advances in deep learning has shown great potential in analyzing time series. In many scenarios, however, additional information that can potentially imp…
cs.LG2021
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
Complex networks lend themselves to the modeling of multidimensional data, such as relational and/or temporal data. In particular, when such complex data and their inherent relatio…