Magnitude type conversion models for earthquakes in turkey and its vicinity with machine learning algorithms

KH Coban, N Sayil - Journal of Earthquake Engineering, 2023 - Taylor & Francis
In this study, three new regression models are created for magnitude-type conversion with
different machine learning algorithms (linear regression, regression trees, support vector …

Production of a homogeneous seismic catalog based on machine learning for northeast Egypt

SSR Moustafa, GEA Mohamed, M Metwaly - Open Geosciences, 2021 - degruyter.com
This research presents a new approach which addresses the conversion of earthquake
magnitude as a supervised machine-learning problem through a multistage approach. First …