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Dario Jozinović
Dario Jozinović
Verified email at sed.ethz.ch
Title
Cited by
Cited by
Year
An investigation of rapid earthquake characterization using single‐station waveforms and a convolutional neural network
A Lomax, A Michelini, D Jozinović
Seismological Research Letters 90 (2A), 517-529, 2019
752019
The new ShakeMap in Italy: Progress and advances in the last 10 yr
A Michelini, L Faenza, G Lanzano, V Lauciani, D Jozinović, R Puglia, ...
Seismological Research Letters 91 (1), 317-333, 2020
332020
Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network
D Jozinović, A Lomax, I Štajduhar, A Michelini
Geophysical Journal International 222 (2), 1379-1389, 2020
312020
Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scale
F Magrini, D Jozinović, F Cammarano, A Michelini, L Boschi
Artificial Intelligence in Geosciences 1, 1-10, 2020
172020
Which picker fits my data? A quantitative evaluation of deep learning based seismic pickers
J Münchmeyer, J Woollam, A Rietbrock, F Tilmann, D Lange, T Bornstein, ...
Journal of Geophysical Research: Solid Earth 127 (1), e2021JB023499, 2022
122022
Instance–the Italian seismic dataset for machine learning
A Michelini, S Cianetti, S Gaviano, C Giunchi, D Jozinović, V Lauciani
Earth System Science Data 13 (12), 5509-5544, 2021
92021
Intra-domain and cross-domain transfer learning for time series data—How transferable are the features?
E Otović, M Njirjak, D Jozinović, G Mauša, A Michelini, I S̆tajduhar
Knowledge-Based Systems 239, 107976, 2022
7*2022
Transfer learning: Improving neural network based prediction of earthquake ground shaking for an area with insufficient training data
D Jozinović, A Lomax, I Štajduhar, A Michelini
Geophysical Journal International 229 (1), 704-718, 2022
62022
SeisBench—A toolbox for machine learning in seismology
J Woollam, J Münchmeyer, F Tilmann, A Rietbrock, D Lange, T Bornstein, ...
Seismological Society of America 93 (3), 1695-1709, 2022
32022
Multivariate Time Series Regression with Graph Neural Networks
S Bloemheuvel, J Hoogen, D Jozinović, A Michelini, M Atzmueller
arXiv preprint arXiv:2201.00818, 2022
22022
Introducing a European integrated ShakeMap system
C Cauzzi, J Clinton, L Faenza, S Heimers, MR Koymans, V Lauciani, ...
Seismol. Res. Lett., 2018
22018
The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB Data
M Njirjak, E Otović, D Jozinović, J Lerga, G Mauša, A Michelini, ...
Mathematics 10 (6), 965, 2022
12022
ShakeMap4-Web: web application for ShakeMap 4 product visualization
D Jozinović, V Lauciani, S Bruni, L Faenza, A Michelini
Seismological Research Letters, 2022
2022
INSTANCE The Italian Seismic Dataset for Machine Learning
C Giunchi, A Michelini, S Cianetti, S Gaviano, D Jozinovic, V Lauciani
AGU Fall Meeting Abstracts 2021, S34A-08, 2021
2021
SeisBench: A Python Toolbox for Benchmarking and Deploying ML Models in Seismology
J Woollam, J Munchmeyer, C Giunchi, D Jozinovic, T Diehl, J Saul, ...
AGU Fall Meeting Abstracts 2021, S34A-07, 2021
2021
Erratum: Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network
D Jozinović, A Lomax, I Štajduhar, A Michelini
Geophysical Journal International 226 (2), 1249-1249, 2021
2021
SeisBench: A toolbox for benchmarking and applying machine learning in seismology.
J Woollam, J Münchmeyer, C Giunchi, D Jozinovic, T Diehl, J Saul, ...
EGU General Assembly Conference Abstracts, EGU21-12218, 2021
2021
Machine Learning Classification of Cohen's Class Time-Frequency Representations of Non-Stationary Signals: Effects on Earthquake Detection
M Njirjak, E Otović, D Jozinović, J Lerga, G Mauša, A Michelini, ...
EGU General Assembly Conference Abstracts, EGU21-9670, 2021
2021
Ambient seismic noise suppression in COST action G2Net
V Ilić, A Bertolini, F Bonsignorio, D Jozinović, T Bulik, I Štajduhar, ...
EGU General Assembly Conference Abstracts, 22165, 2020
2020
Povijesni potresi u Bosni i Hercegovini
D Jozinović
University of Zagreb. Faculty of Science. Department of Geophysics, 2018
2018
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