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Jozinović, Dario

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Full Name
Jozinović, Dario
Email
dario.jozinovic@ingv.it
 
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Publications
(Articles)

Results 1-15 of 15 (Search time: 0.016 seconds).

Issue DateTitleAuthor(s)
1Jan-2022The Choice of Time–Frequency Representations of Non-Stationary Signals Affects Machine Learning Model Accuracy: A Case Study on Earthquake Detection from LEN-DB DataNjirjak, Marko* ; Otović, Erik* ; Jozinović, Dario* ; Lerga, Jonatan* ; Mauša, Goran* ; Michelini, Alberto* ; Štajduhar, Ivan* 
220-Jun-2024Effects on a Deep-Learning, Seismic Arrival-Time Picker of Domain-Knowledge Based Preprocessing of Input SeismogramsLomax, Anthony* ; Bagagli, Matteo* ; Gaviano, Sonja* ; Cianetti, Spina* ; Jozinović, Dario* ; Michelini, Alberto* ; Zerafa, Christopher* ; Giunchi, Carlo* 
32021Erratum: Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural networkJozinović, Dario* ; Lomax, Anthony* ; Štajduhar, Ivan* ; Michelini, Alberto* 
42023Graph neural networks for multivariate time series regression with application to seismic dataBloemheuvel, Stefan* ; van den Hoogen, Jurgen* ; Jozinović, Dario* ; Michelini, Alberto* ; Atzmueller, Martin* 
530-Nov-2021INSTANCE – the Italian seismic dataset for machine learningMichelini, Alberto* ; Cianetti, Spina* ; Gaviano, Sonja* ; Giunchi, Carlo* ; Jozinović, Dario* ; Lauciani, Valentino* 
65-Mar-2022Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features?Otović, Erik* ; Njirjak, Marko* ; Jozinović, Dario* ; Mauša, Goran* ; Michelini, Alberto* ; Štajduhar, Ivan* 
72019An Investigation of Rapid Earthquake Characterization Using Single‐Station Waveforms and a Convolutional Neural NetworkLomax, Anthony* ; Michelini, Alberto* ; Jozinović, Dario* 
86-Aug-2020Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scaleMagrini, Fabrizio* ; Jozinović, Dario* ; Cammarano, Fabio* ; Michelini, Alberto* ; Boschi, Lapo* 
92020The New ShakeMap in Italy: Progress and Advances in the Last 10 YrMichelini, Alberto* ; Faenza, Licia* ; Lanzano, Giovanni* ; Lauciani, Valentino* ; Jozinović, Dario* ; Puglia, Rodolfo* ; Luzi, Lucia* 
1017-Feb-2020Rapid Prediction of Earthquake Ground Shaking Intensity Using Raw Waveform Data and a Convolutional Neural NetworkJozinović, Dario* ; Lomax, Anthony* ; Štajduhar, Ivan* ; Michelini, Alberto* 
11Sep-2022Rapid prediction of ground shaking intensity with Graph Neural NetworksBloemheuvel, Stefan* ; van den Hoogen, Jurgen* ; Jozinović, Dario* ; Michelini, Alberto* ; Atzmueller, Martin* 
1216-Mar-2022SeisBench—A Toolbox for Machine Learning in SeismologyWoollam, Jack* ; Münchmeyer, Jannes* ; Tilmann, Frederik* ; Rietbrock, Andreas* ; Lange, Dietrich* ; Bornstein, Thomas* ; Diehl, Tobias* ; Giunchi, Carlo* ; Haslinger, Florian* ; Jozinović, Dario* ; Michelini, Alberto* ; Saul, Joachim* ; Soto, Hugo* 
1310-May-2022ShakeMap4‐Web: Web Application for ShakeMap 4 Product VisualizationJozinović, Dario* ; Lauciani, Valentino* ; Bruni, Sergio* ; Faenza, Licia* ; Michelini, Alberto* 
142022Transfer learning: Improving neural network based prediction of earthquake ground shaking for an area with insufficient training dataJozinović, Dario* ; Lomax, Anthony* ; Štajduhar, Ivan* ; Michelini, Alberto* 
156-Jan-2022Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic PickersMünchmeyer, Jannes* ; Woollam, Jack* ; Rietbrock, Andreas* ; Tilmann, Frederik* ; Lange, Dietrich* ; Bornstein, Thomas* ; Diehl, Tobias* ; Giunchi, Carlo* ; Haslinger, Florian* ; Jozinović, Dario* ; Michelini, Alberto* ; Saul, Joachim* ; Soto, Hugo*