Application of <i>k</i>-means and Gaussian mixture model for classification of seismic activities in Istanbul

Two unsupervised pattern recognition algorithms, <i>k</i>-means, and Gaussian mixture model (GMM) analyses have been applied to classify seismic events in the vicinity of Istanbul. Earthquakes, which are occurring at different seismicity rates and extensions of the Thrace-Eskisehir Fault...

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Bibliographic Details
Main Authors: E. Dogan, G. Horasan, E. Yildirim, H. S. Kuyuk
Format: Article
Language:English
Published: Copernicus Publications 2012-08-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/19/411/2012/npg-19-411-2012.pdf