In order to find similar features between multidimensional curves, we consider the application of a procedure that provides a simultaneous assignation and alignment of such functions. In particular we look for clusters of multivariate seismic waveforms based on EM-type procedure and functional data analysis tools.
Chiodi, M., Adelfio, G., D'Alessandro, A., Luzio, D. (2013). Clustering and Registration of Multidimensional Functional Data. In Statistical Models for Data Analysis (pp. 89-97). Springer [10.1007/978-3-319-00032-9_11].
Clustering and Registration of Multidimensional Functional Data
CHIODI, Marcello;ADELFIO, Giada;LUZIO, Dario
2013-01-01
Abstract
In order to find similar features between multidimensional curves, we consider the application of a procedure that provides a simultaneous assignation and alignment of such functions. In particular we look for clusters of multivariate seismic waveforms based on EM-type procedure and functional data analysis tools.
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