Dario Jozinović - Concepedia

Concepedia

Author

Dario Jozinović

Istituto Nazionale di Geofisica e Vulcanologia ORCID

Also Known As

Dario Jozinovic, Dario Jozinović, Jozinovic, Dario, Jozinović, Dario

54

Publications

1.1K

Citations

11

H-Index

33

Concepts

All Affiliations

Istituto Nazionale di Geofisica e Vulcanologia Roma Tre University Karlsruhe Institute of Technology GFZ Helmholtz Centre for Geosciences ETH Zurich

DJ

About

Dario Jozinović is an author at Istituto Nazionale di Geofisica e Vulcanologia specializing in engineering, data science, and seismology.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	672
2	Data Science	6	6	524
3	Civil Engineering	3	3	257
4	Computer Science	3	3	267
5	Social Sciences	1	1	99

Dario Jozinović

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13

Publications

1.1K

Citations

11

H-Index

	Year	Citations
Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers Jannes Münchmeyer, Jack Woollam, Andreas Rietbrock, Journal of Geophysical Research Solid Earth	2022	175
An Investigation of Rapid Earthquake Characterization Using Single‐Station Waveforms and a Convolutional Neural Network Anthony Lomax, Alberto Michelini, Dario Jozinović Seismological Research Letters Single‐station WaveformsConvolutional Neural NetworkEngineeringSeismic WaveEarthquake Hazards	2019	148
SeisBench—A Toolbox for Machine Learning in Seismology Jack Woollam, Jannes Münchmeyer, Frederik Tilmann, Seismological Research Letters GeophysicsEngineeringMachine LearningData ScienceSeismology	2022	145
Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network Dario Jozinović, Anthony Lomax, Ivan Štajduhar, Geophysical Journal International	2020	124
INSTANCE – the Italian seismic dataset for machine learning Alberto Michelini, S. Cianetti, Sonja Gaviano, Earth system science data Machine Learning AnalysisMachine LearningEngineeringSeismic WaveSeismic Hazard	2021	113
The New ShakeMap in Italy: Progress and Advances in the Last 10 Yr Alberto Michelini, Licia Faenza, Giovanni Lanzano, Seismological Research Letters EngineeringEarthquake HazardsEarthquake ScenarioEarth ScienceSocial Sciences	2019	99
Transfer learning: improving neural network based prediction of earthquake ground shaking for an area with insufficient training data Dario Jozinović, Anthony Lomax, Ivan Štajduhar, Geophysical Journal International Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkEarthquake Scenario	2021	64
Graph neural networks for multivariate time series regression with application to seismic data Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinović, International Journal of Data Science and Analytics	2022	59
Intra-domain and cross-domain transfer learning for time series data—How transferable are the features? Erik Otović, Marko Njirjak, Dario Jozinović, Knowledge-Based Systems EngineeringMachine LearningData ScienceDomain AdaptationTime Series Data—how	2021	58
Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scale Fabrizio Magrini, Dario Jozinović, Fabio Cammarano, Artificial Intelligence in Geosciences Local Earthquakes DetectionMachine LearningGeneralization CapabilitiesEngineeringSeismic Wave	2020	45

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