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cs.LG2022★ 67 cited
Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features?
Erik Otović, Marko Njirjak, Dario Jozinović +3
In practice, it is very demanding and sometimes impossible to collect datasets of tagged data large enough to successfully train a machine learning model, and one possible solution…
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…