activity
20202022
most citedIntra-domain and cross-domain transfer learning for time series data -- How transferable are the features?

67 citations · 174 across the 4 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

physics.geo-ph2020★ 48 cited

Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scale

Fabrizio Magrini, Dario Jozinović, Fabio Cammarano +2

Machine learning is becoming increasingly important in scientific and technological progress, due to its ability to create models that describe complex data and generalize well. Th…

physics.geo-ph2020

Rapid Prediction of Earthquake Ground Shaking Intensity Using Raw Waveform Data and a Convolutional Neural Network

Dario Jozinović, Anthony Lomax, Ivan Štajduhar +1

This study describes a deep convolutional neural network (CNN) based technique for the prediction of intensity measurements (IMs) of ground shaking. The input data to the CNN model…